diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1d45bc1bf5fee30c90d393f613ae4e82268ad6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1047, "bytes_utf8": 1047, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 23877, "cached_input_tokens": 3968, "output_tokens": 838}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a0393f9ce15313453964f45207d551f5ec548388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_011cd7f7c9085164", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 3968, + "output_tokens": 838, + "total_tokens": 24715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 316, + "estimated_total_tokens": 4102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31501.49, + "sql_execution_elapsed_ms_total": 1283.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_011cd7f7c9085164\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c333f1646b4b0743b475f27045ed446741d04bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:42:31.257486+00:00", + "ended_at": "2026-05-04T08:43:02.759124+00:00", + "elapsed_ms": 31501.49, + "prompt_metrics": { + "chars": 11861, + "bytes_utf8": 11861, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1484, + "bytes_utf8": 1484, + "lines": 4, + "estimated_tokens": 489 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13155 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1047, + "bytes_utf8": 1047, + "lines": 1, + "estimated_tokens": 316 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 3968, + "output_tokens": 838 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39ed8d44011c78155cc9e6ac315cf7ec1d2840af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e40b0de78845617f06ed378b8277656159e7ea2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-3e88-7013-b75e-5db7679115d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group via window functions. The measure column \\\"id\\\" is cast to REAL because the schema stores it as TEXT, and groups with fewer than 5 rows are excluded using the provided min_group_size binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":3968,"output_tokens":838}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6075feab6eb913934186b16c624998416682064 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"nom_1\",\n \"measure_value\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group via window functions. The measure column \"id\" is cast to REAL because the schema stores it as TEXT, and groups with fewer than 5 rows are excluded using the provided min_group_size binding."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a046e10e5ee1c4c58e2490f066f66bd7a62f2216 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:31.603318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:34.229381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:01.920189Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6d9e1f63a7ee1dee48cb8be5c089200eca1c46b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=id. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7794cd7c122272c5f93163cd2aa1e1409e0cd078 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_011cd7f7c9085164 +-- problem_id: v2p_c14_1a38adfcd79e3111 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +), +"picked" AS ( + SELECT + "nom_1", + "measure_value", + "cnt", + CAST(((9 * "cnt") + 9) / 10 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "nom_1", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "cnt" >= 5 + AND "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a2ec3e0fc89e54a418750cb439f922d85c8c2a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"nom_1\",\n \"measure_value\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_1\", \"percentile_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1283.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d9a57b61fbf8887e523aeeb088edca0800b23059 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:42:31.200559+00:00", + "ended_at": "2026-05-04T08:43:04.075196+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_011cd7f7c9085164", + "problem_id": "v2p_c14_1a38adfcd79e3111", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=id.", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_011cd7f7c9085164.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_011cd7f7c9085164", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 3968, + "output_tokens": 838, + "total_tokens": 24715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 316, + "estimated_total_tokens": 4102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31501.49, + "sql_execution_elapsed_ms_total": 1283.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_011cd7f7c9085164\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c32a55f29254e1d76147f11b813b1b77f30b935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:02.781924+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31501.49, "started_at": "2026-05-04T08:42:31.257486+00:00", "ended_at": "2026-05-04T08:43:02.759124+00:00", "prompt_metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1047, "bytes_utf8": 1047, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 23877, "cached_input_tokens": 3968, "output_tokens": 838}, "stderr_preview": "2026-05-04T08:42:31.603318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:34.229381Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group via window functions. The measure column \\\"id\\\" is cast to REAL because the schema stores it as TEXT, and groups with fewer than 5 rows are exclud"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77d22a399da391baed7b6dcd1341e2c685a812ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_011cd7f7c9085164/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_011cd7f7c9085164", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 3968, + "output_tokens": 838, + "total_tokens": 24715, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 316, + "estimated_total_tokens": 4102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31501.49, + "sql_execution_elapsed_ms_total": 1283.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_011cd7f7c9085164\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..705f6ba00da1fe1fdb93170a7a4879d58109625f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_6": "d173ac7ca", "support": 1218, "avg_response": 1.4958949096880132}, {"nom_6": "2ed5a94b0", "support": 1210, "avg_response": 1.456198347107438}, {"nom_6": "c9eedfbc2", "support": 1193, "avg_response": 1.4492875104777871}, {"nom_6": "50d7ad46a", "support": 1175, "avg_response": 1.5029787234042553}, {"nom_6": "0922e3cb8", "support": 1169, "avg_response": 1.46535500427716}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8f82a96be02acd3e33a23a4bf83ffa475d506d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_021971a8483b37fa +-- problem_id: v2p_c14_e8f06cd6fcd56f8b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07cccfddaf85f990c5d1f6c4ff937eee63de7c09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_021971a8483b37fa\n-- problem_id: v2p_c14_e8f06cd6fcd56f8b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_021971a8483b37fa\\n-- problem_id: v2p_c14_e8f06cd6fcd56f8b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 1.4958949096880132}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 1.456198347107438}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 1.4492875104777871}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 1.5029787234042553}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 1.46535500427716}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 1.4832904884318765}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 1.4609442060085838}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 1.4952463267070009}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 1.4651567944250872}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 1.4764397905759161}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 1.4807017543859649}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 1.437609841827768}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 1.4793315743183817}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 1.465259454705365}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 1.503089143865843}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 1.4872021182700794}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 1.455111111111111}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 1.5120213713268031}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 1.4727435210008937}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 1.460161145926589}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 1.482078853046595}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 1.4964093357271095}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 1.4587073608617593}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 1.4896675651392632}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 1.4654088050314464}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 1.4806131650135257}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 1.5158084914182475}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 1.4528130671506352}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 1.5031789282470482}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 1.48}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 1.4954379562043796}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 1.4703196347031964}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 1.4881170018281535}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 1.4364135407136323}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 1.4922089825847846}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 1.4793767186067828}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 1.4539594843462247}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 1.4801110083256244}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 1.4764107308048104}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 1.4435185185185184}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 1.4474418604651162}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 1.4547996272134203}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 1.5}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 1.4699248120300752}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 1.4745762711864407}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 1.473138548539114}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 1.480188679245283}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 1.512771996215705}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 1.5075901328273245}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 1.4501424501424502}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 315.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..407b4abd735a97caf3391340929d7685bc915fe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:18.941201+00:00", + "ended_at": "2026-05-04T09:00:19.263311+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_021971a8483b37fa", + "problem_id": "v2p_c14_e8f06cd6fcd56f8b", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_021971a8483b37fa.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_021971a8483b37fa/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b98050fae8bab30a0887e751f0924fd7c0c57449 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3831}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23920, "cached_input_tokens": 22912, "output_tokens": 139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c087c1b99ea505d02576d8cd375daacc85e71fe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_05d346ee6f9fdc89", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 139, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11645.95, + "sql_execution_elapsed_ms_total": 514.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_05d346ee6f9fdc89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..38774c56030af096b185f602e9401668de541e77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:25.387477+00:00", + "ended_at": "2026-05-04T08:58:37.033729+00:00", + "elapsed_ms": 11645.95, + "prompt_metrics": { + "chars": 11849, + "bytes_utf8": 11849, + "lines": 396, + "estimated_tokens": 3831 + }, + "stdout_metrics": { + "chars": 739, + "bytes_utf8": 739, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9da49880ec9cd848a354cd990da986978451df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=ord_4.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_4", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4392aa5761bd80762024555f6c41895a62787295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-cd83-7210-84b1-1d1f824233bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_4\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_4\\\"\\nLIMIT 14;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_1\\\", group_col_2=\\\"ord_4\\\", and top_k=14 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23920,"cached_input_tokens":22912,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e932e605c985b0d1dd5741c3bdbc073d80d1aac7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_4\"\nORDER BY support ASC, \"ord_1\", \"ord_4\"\nLIMIT 14;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_1\", group_col_2=\"ord_4\", and top_k=14 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45ad75ea004a0876681f79939f8fd774054de71e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:25.658579Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:28.136258Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:35.989286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..750c37dde9110a8b858a75a3e77b53c2f412e08f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=ord_4. +Result preview: [{"ord_1": "Master", "ord_4": "M", "support": 12}, {"ord_1": "Contributor", "ord_4": "M", "support": 16}, {"ord_1": "Expert", "ord_4": "M", "support": 18}, {"ord_1": "Grandmaster", "ord_4": "M", "support": 47}, {"ord_1": "Novice", "ord_4": "M", "support": 66}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1fa3cd31b566653ee1ea15c40d7db1d226492d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_05d346ee6f9fdc89 +-- problem_id: v2p_c14_3458df68c757b9f1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_4" +ORDER BY support ASC, "ord_1", "ord_4" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a01f15d60c97473e8db251a4ef48d602d2041081 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_4\"\nORDER BY support ASC, \"ord_1\", \"ord_4\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_4\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_4\\\"\\nLIMIT 14;\", \"columns\": [\"ord_1\", \"ord_4\", \"support\"], \"rows\": [{\"ord_1\": \"Master\", \"ord_4\": \"M\", \"support\": 12}, {\"ord_1\": \"Contributor\", \"ord_4\": \"M\", \"support\": 16}, {\"ord_1\": \"Expert\", \"ord_4\": \"M\", \"support\": 18}, {\"ord_1\": \"Grandmaster\", \"ord_4\": \"M\", \"support\": 47}, {\"ord_1\": \"Novice\", \"ord_4\": \"M\", \"support\": 66}, {\"ord_1\": \"Expert\", \"ord_4\": \"N\", \"support\": 185}, {\"ord_1\": \"Master\", \"ord_4\": \"N\", \"support\": 195}, {\"ord_1\": \"Expert\", \"ord_4\": \"C\", \"support\": 270}, {\"ord_1\": \"Contributor\", \"ord_4\": \"N\", \"support\": 319}, {\"ord_1\": \"Master\", \"ord_4\": \"C\", \"support\": 322}, {\"ord_1\": \"Expert\", \"ord_4\": \"D\", \"support\": 338}, {\"ord_1\": \"Master\", \"ord_4\": \"D\", \"support\": 394}, {\"ord_1\": \"Expert\", \"ord_4\": \"O\", \"support\": 456}, {\"ord_1\": \"Expert\", \"ord_4\": \"B\", \"support\": 502}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 514.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..110b065d85fd799b1b682c541ff797318b4e201e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:58:25.334941+00:00", + "ended_at": "2026-05-04T08:58:37.576471+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_05d346ee6f9fdc89", + "problem_id": "v2p_c14_3458df68c757b9f1", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=ord_4.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_4", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_05d346ee6f9fdc89.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_05d346ee6f9fdc89", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 139, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11645.95, + "sql_execution_elapsed_ms_total": 514.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_05d346ee6f9fdc89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7efa9a6ed28d4ef4f3d732d8d1fd06515f0bbc2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_05d346ee6f9fdc89/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:37.054441+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11645.95, "started_at": "2026-05-04T08:58:25.387477+00:00", "ended_at": "2026-05-04T08:58:37.033729+00:00", "prompt_metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3831}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23920, "cached_input_tokens": 22912, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:58:25.658579Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:28.136258Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98ecaf68598b981aac3aa29e313fc16963584c8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_06e97b7c62316d2a\n-- problem_id: v2p_c14_8885a97d1fd94e13\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_06e97b7c62316d2a\\n-- problem_id: v2p_c14_8885a97d1fd94e13\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 159313.63888888888}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 143381.2142857143}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 158183.53731343284}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 146525.01492537314}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 175554.80303030304}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 160939.36923076923}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 148250.015625}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 135677.375}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 156479.14285714287}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 156008.87301587302}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 150257.87301587302}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 146197.03174603175}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 145946.88888888888}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 139491.6349206349}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 179877.90322580645}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 163806.17741935485}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 159142.17741935485}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 153797.64516129033}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 152488.40322580645}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 152113.5483870968}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 146791.5}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 135008.59677419355}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 117881.24193548386}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 164882.7213114754}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 161680.60655737706}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 161319.9344262295}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 160846.3606557377}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 159557.9344262295}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 156430.73770491802}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 152808.75409836066}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 148989.16393442624}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 148598.131147541}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 148187.50819672132}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 146340.29508196723}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 141579.03278688525}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 135218.9344262295}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 170138.73333333334}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 164772.9}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 164193.93333333332}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 158934.83333333334}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 157013.63333333333}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 155549.85}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 153978.5}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 152951.2}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 152476.98333333334}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 150249.11666666667}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 149556.96666666667}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 146052.96666666667}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 139371.88333333333}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 125437.86666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 348.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6df65f086afd0f65bcfb26231eb4b18800bab8ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:22.774042+00:00", + "ended_at": "2026-05-04T09:00:23.127793+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_06e97b7c62316d2a", + "problem_id": "v2p_c14_8885a97d1fd94e13", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_06e97b7c62316d2a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_06e97b7c62316d2a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b3ea136e947fbefcb6ad175fa9badb28a07e1a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11693, "bytes_utf8": 11693, "lines": 396, "estimated_tokens": 3752}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23843, "cached_input_tokens": 23424, "output_tokens": 170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eea9b634a55f2fb6e08809ad668ef007f3680a64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_07fe12f9f709a2e3", + "api_calls": 0, + "input_tokens": 23843, + "cached_input_tokens": 23424, + "output_tokens": 170, + "total_tokens": 24013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3752, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14044.9, + "sql_execution_elapsed_ms_total": 321.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_07fe12f9f709a2e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fe7547cda604e387bf8fb27e2a053bbe343a7918 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:26.182824+00:00", + "ended_at": "2026-05-04T08:16:40.227428+00:00", + "elapsed_ms": 14044.9, + "prompt_metrics": { + "chars": 11693, + "bytes_utf8": 11693, + "lines": 396, + "estimated_tokens": 3752 + }, + "stdout_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 23843, + "cached_input_tokens": 23424, + "output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df77038bb5569cc5a8e50c5e6c33373fc8322a83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d13595f2e568eac346bb55bdc0027d9a21443281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-5cc1-7950-a904-f75eac0175bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_1\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"ord_1\\\" and measure_col=\\\"ord_0\\\". CAST was added to ensure SQLite computes a numeric mean from the text-typed ordinal values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23843,"cached_input_tokens":23424,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe58cd19d5d6eee9dd29fca4e41a8443eac1e0d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_1\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"ord_1\" and measure_col=\"ord_0\". CAST was added to ensure SQLite computes a numeric mean from the text-typed ordinal values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1df2a86e358c159a976cc9288fb5e1e238e05246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:26.377490Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:30.613533Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:39.554612Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9dd241915e2e2cc54ec96c4321b2a7f0bd22aeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_1, measure_col=ord_0. +Result preview: [{"ord_1": "Expert", "avg_measure": 1.4821464193097946}, {"ord_1": "Contributor", "avg_measure": 1.480604604511208}, {"ord_1": "Novice", "avg_measure": 1.4797800652536282}, {"ord_1": "Master", "avg_measure": 1.4792000855523473}, {"ord_1": "Grandmaster", "avg_measure": 1.4779407966110452}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7607daf71904409386fd17f68d19bd249ac28940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_07fe12f9f709a2e3 +-- problem_id: v2p_c14_18436ee55563519a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e5f0394bc78bb6355b2c139007fdf12713ca188 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_1\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_1\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_1\", \"avg_measure\"], \"rows\": [{\"ord_1\": \"Expert\", \"avg_measure\": 1.4821464193097946}, {\"ord_1\": \"Contributor\", \"avg_measure\": 1.480604604511208}, {\"ord_1\": \"Novice\", \"avg_measure\": 1.4797800652536282}, {\"ord_1\": \"Master\", \"avg_measure\": 1.4792000855523473}, {\"ord_1\": \"Grandmaster\", \"avg_measure\": 1.4779407966110452}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 321.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..658d4824a7db571b0218a06704074c1161ff9a76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:16:26.123051+00:00", + "ended_at": "2026-05-04T08:16:40.574397+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_07fe12f9f709a2e3", + "problem_id": "v2p_c14_18436ee55563519a", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_07fe12f9f709a2e3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_07fe12f9f709a2e3", + "api_calls": 0, + "input_tokens": 23843, + "cached_input_tokens": 23424, + "output_tokens": 170, + "total_tokens": 24013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3752, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14044.9, + "sql_execution_elapsed_ms_total": 321.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_07fe12f9f709a2e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6bec01ddf69b4eb479285fde2e72e8f53b2b1ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_07fe12f9f709a2e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:40.245604+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14044.9, "started_at": "2026-05-04T08:16:26.182824+00:00", "ended_at": "2026-05-04T08:16:40.227428+00:00", "prompt_metrics": {"chars": 11693, "bytes_utf8": 11693, "lines": 396, "estimated_tokens": 3752}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23843, "cached_input_tokens": 23424, "output_tokens": 170}, "stderr_preview": "2026-05-04T08:16:26.377490Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:30.613533Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..161d2b7a8b543012ba326d243e12859b844383cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-35b6-77a0-b782-f0597b33c13f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_3\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Grouped Numeric Mean template with group_col=\\\"nom_3\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d29861370d6251e922284c111eb491a51017df25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_3\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Grouped Numeric Mean template with group_col=\"nom_3\" and measure_col=\"day\". Cast \"day\" to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5e9fb63362ae7f8b9b71b4a9526c0c04e3d4f8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:10.839522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:13.403307Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:21.347516Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5675fc3ff99d95f29a0d9c18568a47f97e319b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=day. +Result preview: [{"nom_3": "Canada", "avg_measure": 3.017537186442714}, {"nom_3": "Costa Rica", "avg_measure": 3.0130321218183838}, {"nom_3": "Finland", "avg_measure": 3.0065237399166262}, {"nom_3": "India", "avg_measure": 3.0057091346153846}, {"nom_3": "Russia", "avg_measure": 3.004361025681596}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dc76c9a318768eb71fa5a775c3e10aaa2c10043 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_089dbffa6b807c1c +-- problem_id: v2p_c14_b67899b1d94079eb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6499708cb19f51511c740501fb4d8646023a4fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_3\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_3\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_3\", \"avg_measure\"], \"rows\": [{\"nom_3\": \"Canada\", \"avg_measure\": 3.017537186442714}, {\"nom_3\": \"Costa Rica\", \"avg_measure\": 3.0130321218183838}, {\"nom_3\": \"Finland\", \"avg_measure\": 3.0065237399166262}, {\"nom_3\": \"India\", \"avg_measure\": 3.0057091346153846}, {\"nom_3\": \"Russia\", \"avg_measure\": 3.004361025681596}, {\"nom_3\": \"China\", \"avg_measure\": 3.003192598384154}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 295.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e5b15bb6fec96e77f6effd653e787ad53538834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:15:10.576708+00:00", + "ended_at": "2026-05-04T08:15:22.449719+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_089dbffa6b807c1c", + "problem_id": "v2p_c14_b67899b1d94079eb", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=day.", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_089dbffa6b807c1c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_089dbffa6b807c1c", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 23975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 95, + "estimated_total_tokens": 3843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11487.8, + "sql_execution_elapsed_ms_total": 295.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_089dbffa6b807c1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d67289f27b56bbad23c87c577274bc417da9025e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_089dbffa6b807c1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:22.145960+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11487.8, "started_at": "2026-05-04T08:15:10.638522+00:00", "ended_at": "2026-05-04T08:15:22.126099+00:00", "prompt_metrics": {"chars": 11688, "bytes_utf8": 11688, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T08:15:10.839522Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:13.403307Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=month.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..845500620dae66074962b4616f1d90340d49a018 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-6e64-77c0-a828-0edb61e34c1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_1\\\", SUM(CAST(\\\"month\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS NUMERIC)) > 9.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_1\\\" and measure_col=\\\"month\\\". CAST was added because \\\"month\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":23424,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9757d3109d6d6f2abed9d1c929db7174e2185ee1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_1\", SUM(CAST(\"month\" AS NUMERIC)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING SUM(CAST(\"month\" AS NUMERIC)) > 9.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"bin_1\" and measure_col=\"month\". CAST was added because \"month\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d7ecf0540d173c8001c1b711e431397eaab49c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:55.740129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:59.502582Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:07.542367Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..099fa48aae130039943d2284023e78317ca3fb5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=month. +Result preview: [{"bin_1": "0", "total_measure": 1287724}, {"bin_1": "1", "total_measure": 443610}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cbf69f5300046da2710024e71b0eefe2f5249cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_08a5d85bcf7ecf9f +-- problem_id: v2p_c14_84d061e7ff53416a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", SUM(CAST("month" AS NUMERIC)) AS total_measure +FROM "c14" +GROUP BY "bin_1" +HAVING SUM(CAST("month" AS NUMERIC)) > 9.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3230dbc02d5e3bf58ccfb9e78c820955116ad6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_1\", SUM(CAST(\"month\" AS NUMERIC)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING SUM(CAST(\"month\" AS NUMERIC)) > 9.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_1\\\", SUM(CAST(\\\"month\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS NUMERIC)) > 9.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"bin_1\", \"total_measure\"], \"rows\": [{\"bin_1\": \"0\", \"total_measure\": 1287724}, {\"bin_1\": \"1\", \"total_measure\": 443610}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 229.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0853a6f3168698b210bcc0284f6f31c759ab90f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:56:55.463983+00:00", + "ended_at": "2026-05-04T08:57:08.838902+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_08a5d85bcf7ecf9f", + "problem_id": "v2p_c14_84d061e7ff53416a", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=month.", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_08a5d85bcf7ecf9f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_08a5d85bcf7ecf9f", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 161, + "total_tokens": 24042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13062.64, + "sql_execution_elapsed_ms_total": 229.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_08a5d85bcf7ecf9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3af530dc49f9af8bde19f1ec3752e78d9262707 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:08.598576+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13062.64, "started_at": "2026-05-04T08:56:55.514845+00:00", "ended_at": "2026-05-04T08:57:08.575808+00:00", "prompt_metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3792}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 23881, "cached_input_tokens": 23424, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:56:55.740129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:59.502582Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 9.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_1\\\" and measure_col=\\\"month\\\". CAST was added because \\\"month\\\" is stored as TEXT in the schema.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8f67a39703c99253819dd631157b6a9c96539b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_08a5d85bcf7ecf9f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_08a5d85bcf7ecf9f", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 161, + "total_tokens": 24042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13062.64, + "sql_execution_elapsed_ms_total": 229.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_08a5d85bcf7ecf9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56a23a50892be9dceb5dd3dd44dbdb1f1181016d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11854, "bytes_utf8": 11854, "lines": 396, "estimated_tokens": 3828}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23917, "cached_input_tokens": 22912, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5801b721cb694b0e894d1421027fb7ba63a42f39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0902e7575beb6c13", + "api_calls": 0, + "input_tokens": 23917, + "cached_input_tokens": 22912, + "output_tokens": 128, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3828, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11376.43, + "sql_execution_elapsed_ms_total": 479.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0902e7575beb6c13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aac0af45f6735d06c33f0d8c5e8807ccf0691e9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:59:05.098745+00:00", + "ended_at": "2026-05-04T08:59:16.475501+00:00", + "elapsed_ms": 11376.43, + "prompt_metrics": { + "chars": 11854, + "bytes_utf8": 11854, + "lines": 396, + "estimated_tokens": 3828 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 23917, + "cached_input_tokens": 22912, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1483164fd2693476db1f0ecbe94252e99ea95644 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "month", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8934a6e5c4303ab53d69c1bba2b82bca6fd632a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-689f-7ad3-b5e9-99823488457b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"month\\\"\\nLIMIT 11;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_1\\\", group_col_2=\\\"month\\\", and top_k=11 using SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23917,"cached_input_tokens":22912,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a69203cccd9a02af82d1a42b56493a64e5a42cbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"month\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"month\"\nORDER BY support ASC, \"ord_1\", \"month\"\nLIMIT 11;","notes":"Applied the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_1\", group_col_2=\"month\", and top_k=11 using SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e0a1c0abf49f3eb1331177212b28defdbfe9fec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:05.341413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:07.772457Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:15.656882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..626239d1947e06be2fd5d9a9c87dde023025a141 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=month. +Result preview: [{"ord_1": "Expert", "month": "6", "support": 39}, {"ord_1": "Master", "month": "6", "support": 51}, {"ord_1": "Contributor", "month": "6", "support": 88}, {"ord_1": "Grandmaster", "month": "6", "support": 125}, {"ord_1": "Novice", "month": "6", "support": 260}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ba7387c847d320410fae3bb76255525aafa0744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_0902e7575beb6c13 +-- problem_id: v2p_c14_250ad179045bb89b +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "month", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "month" +ORDER BY support ASC, "ord_1", "month" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b72608b32d62225a3bbc53b2f296edaebda927bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"month\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"month\"\nORDER BY support ASC, \"ord_1\", \"month\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"month\\\"\\nLIMIT 11;\", \"columns\": [\"ord_1\", \"month\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"month\": \"6\", \"support\": 39}, {\"ord_1\": \"Master\", \"month\": \"6\", \"support\": 51}, {\"ord_1\": \"Contributor\", \"month\": \"6\", \"support\": 88}, {\"ord_1\": \"Grandmaster\", \"month\": \"6\", \"support\": 125}, {\"ord_1\": \"Novice\", \"month\": \"6\", \"support\": 260}, {\"ord_1\": \"Expert\", \"month\": \"5\", \"support\": 971}, {\"ord_1\": \"Master\", \"month\": \"5\", \"support\": 1040}, {\"ord_1\": \"Contributor\", \"month\": \"5\", \"support\": 1499}, {\"ord_1\": \"Expert\", \"month\": \"8\", \"support\": 1585}, {\"ord_1\": \"Expert\", \"month\": \"7\", \"support\": 1607}, {\"ord_1\": \"Master\", \"month\": \"8\", \"support\": 1762}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 479.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b0779e5119c2c851fe28f9fbf8f182218e8f111 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:59:05.038194+00:00", + "ended_at": "2026-05-04T08:59:16.990006+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0902e7575beb6c13", + "problem_id": "v2p_c14_250ad179045bb89b", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=month.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "month", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0902e7575beb6c13.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0902e7575beb6c13", + "api_calls": 0, + "input_tokens": 23917, + "cached_input_tokens": 22912, + "output_tokens": 128, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3828, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11376.43, + "sql_execution_elapsed_ms_total": 479.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0902e7575beb6c13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f9b0d2d9dbbc9640df1ae54b220942a2dc28186 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0902e7575beb6c13/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:16.495407+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11376.43, "started_at": "2026-05-04T08:59:05.098745+00:00", "ended_at": "2026-05-04T08:59:16.475501+00:00", "prompt_metrics": {"chars": 11854, "bytes_utf8": 11854, "lines": 396, "estimated_tokens": 3828}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23917, "cached_input_tokens": 22912, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:59:05.341413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:07.772457Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d2b40629e742003088dbc4140aedccde40a4ecf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_0a95e140d3e45142\n-- problem_id: v2p_c14_88d7fe22e3f82826\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_0a95e140d3e45142\\n-- problem_id: v2p_c14_88d7fe22e3f82826\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 1.4845586770272963}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 1.4818049490538574}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 1.4644565960355433}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 1.4663194444444445}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 1.4698668535388928}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 1.4799295774647887}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 1.4893767705382437}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 1.4771265189421015}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 1.4662576687116564}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 1.458755426917511}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 1.4793328498912255}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 1.4820457018498367}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 1.4806569343065694}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 1.480438756855576}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 1.4737037037037037}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 1.4654017857142858}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 1.4596110695587134}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 1.4864355689525246}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 1.4736042537030003}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 1.4923488905891353}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 1.4806735553004209}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 1.478177641653905}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 1.4928928159815598}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 1.4772200772200772}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 1.4727838258164851}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 1.4789618560755013}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 1.4680851063829787}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 1.4597701149425288}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 1.4956175298804781}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 1.4984051036682615}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 1.4809771726071286}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 1.5079043372517227}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 1.4948875255623721}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 1.475799835931091}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 1.4862422997946612}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 1.4705882352941178}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 1.4864197530864198}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 1.486988847583643}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 1.4910751349107514}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 1.4989535370447886}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 1.477329974811083}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 1.4934626739772248}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 1.4627118644067796}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 1.4664099272571673}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 1.4770642201834863}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 1.490566037735849}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 1.4710017574692442}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 1.4872134038800706}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 1.4851618705035972}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 1.4640287769784173}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 337.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5844dc61e5ed76618053f3f3c10dd9d74c19d266 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:26.048953+00:00", + "ended_at": "2026-05-04T09:00:26.391008+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0a95e140d3e45142", + "problem_id": "v2p_c14_88d7fe22e3f82826", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0a95e140d3e45142.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0a95e140d3e45142/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..634adef3739d90860a007c10c3064ef77e5970c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 23918, "cached_input_tokens": 22912, "output_tokens": 185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a42b06fe8a904639dab3f2992be41cd2bc319622 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0ab8919119530aab", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 185, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12911.09, + "sql_execution_elapsed_ms_total": 382.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0ab8919119530aab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6edce2c72154c559166ba78a77f01bee1058e91c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:29.149134+00:00", + "ended_at": "2026-05-04T08:20:42.059089+00:00", + "elapsed_ms": 12911.09, + "prompt_metrics": { + "chars": 11971, + "bytes_utf8": 11971, + "lines": 398, + "estimated_tokens": 3829 + }, + "stdout_metrics": { + "chars": 869, + "bytes_utf8": 869, + "lines": 4, + "estimated_tokens": 260 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 529, + "bytes_utf8": 529, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0ee65b46abb664e5316193ef1d490e55795b540 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_0, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8301f0c3c78c6139b0ada93cf8b9ce924031ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-11df-75f3-b3eb-531d72103ba1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Grouped Summary Top-k template with group_col=\\\"nom_0\\\", measure_col=\\\"ord_0\\\", and entity_col=\\\"nom_5\\\". CAST was added so AVG operates numerically in SQLite because \\\"ord_0\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":22912,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..98276d14e1f29196c4cbc62e0e235bc37f9b847b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_0\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the planned Grouped Summary Top-k template with group_col=\"nom_0\", measure_col=\"ord_0\", and entity_col=\"nom_5\". CAST was added so AVG operates numerically in SQLite because \"ord_0\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a1efed7caff479d03d922e24ae109b611d22e9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:29.334582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:32.025088Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:41.139820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bcdcd91e038d80045872daa8d4bfc066b843a19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_0, measure_col=ord_0. +Result preview: [{"nom_0": "Green", "support": 127341, "avg_measure": 1.479358572651385, "distinct_entities": 222}, {"nom_0": "Blue", "support": 96166, "avg_measure": 1.4773516627498284, "distinct_entities": 222}, {"nom_0": "Red", "support": 76493, "avg_measure": 1.4826977631940177, "distinct_entities": 222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce97bdb1708d8ef5c2449fb703693fc572d487e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_0ab8919119530aab +-- problem_id: v2p_c14_7d1253d2acd457fa +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "nom_0" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f1871779307affb0cc676702fe4356846c439d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_0\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"nom_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_0\": \"Green\", \"support\": 127341, \"avg_measure\": 1.479358572651385, \"distinct_entities\": 222}, {\"nom_0\": \"Blue\", \"support\": 96166, \"avg_measure\": 1.4773516627498284, \"distinct_entities\": 222}, {\"nom_0\": \"Red\", \"support\": 76493, \"avg_measure\": 1.4826977631940177, \"distinct_entities\": 222}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 382.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcc37c582a372f84148a218a3a3ac21576223a04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:20:29.084938+00:00", + "ended_at": "2026-05-04T08:20:42.470760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0ab8919119530aab", + "problem_id": "v2p_c14_7d1253d2acd457fa", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_0, measure_col=ord_0.", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0ab8919119530aab.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0ab8919119530aab", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 185, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3974, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12911.09, + "sql_execution_elapsed_ms_total": 382.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0ab8919119530aab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27fcdadff14a86e49b2614dfa044f8956fce1f8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ab8919119530aab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:42.078800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12911.09, "started_at": "2026-05-04T08:20:29.149134+00:00", "ended_at": "2026-05-04T08:20:42.059089+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 23918, "cached_input_tokens": 22912, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:20:29.334582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:32.025088Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a3eee814879f8c60a5b865c7b6e50d2c5195968 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-752c-7631-829d-edee889c16ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"nom_4\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=10. Cast \\\"ord_0\\\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":23424,"output_tokens":184}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9aadee4b59ec635142a277464accf1f8feb3b98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_4\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"nom_4\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=10. Cast \"ord_0\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7446913c65d3babba2d5969c1f9d5fbbf0fe7bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:00.292507Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:02.697547Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:11.284522Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7761adbafdca396d9306e0d04bd2f955c6b656ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=ord_0. +Result preview: [{"nom_4": "Oboe", "support": 92293, "avg_measure": 1.4803072822424237, "distinct_entities": 11406}, {"nom_4": "Piano", "support": 84517, "avg_measure": 1.4768271472011547, "distinct_entities": 11331}, {"nom_4": "Bassoon", "support": 68448, "avg_measure": 1.4837687003272557, "distinct_entities": 11169}, {"nom_4": "Theremin", "support": 54742, "avg_measure": 1.4772934858061453, "distinct_entities": 10869}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff110d087e9bf2edc309f8ab25bcd4aa2d48f888 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_0be9cf14080744e6 +-- problem_id: v2p_c14_006324662a0605cb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2d066c4f3043743b6228b83fdd0dc0b20f16815 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_4\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"nom_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_4\": \"Oboe\", \"support\": 92293, \"avg_measure\": 1.4803072822424237, \"distinct_entities\": 11406}, {\"nom_4\": \"Piano\", \"support\": 84517, \"avg_measure\": 1.4768271472011547, \"distinct_entities\": 11331}, {\"nom_4\": \"Bassoon\", \"support\": 68448, \"avg_measure\": 1.4837687003272557, \"distinct_entities\": 11169}, {\"nom_4\": \"Theremin\", \"support\": 54742, \"avg_measure\": 1.4772934858061453, \"distinct_entities\": 10869}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 547.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf054ef3114abcaeec653794006af5f91e5b30c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:22:00.048009+00:00", + "ended_at": "2026-05-04T08:22:12.780982+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0be9cf14080744e6", + "problem_id": "v2p_c14_006324662a0605cb", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=ord_0.", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0be9cf14080744e6.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0be9cf14080744e6", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 23424, + "output_tokens": 184, + "total_tokens": 24102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12083.29, + "sql_execution_elapsed_ms_total": 547.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0be9cf14080744e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d6d746965c446c4e410c8951c4aa6c3fedca91a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0be9cf14080744e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:12.222674+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12083.29, "started_at": "2026-05-04T08:22:00.111780+00:00", "ended_at": "2026-05-04T08:22:12.194797+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 23918, "cached_input_tokens": 23424, "output_tokens": 184}, "stderr_preview": "2026-05-04T08:22:00.292507Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:02.697547Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=day.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "day", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83bb2bfbd8c2bda79c11e534d70e98fa80494bde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-348e-7141-a99a-eaa583680d63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"day\\\"\\nLIMIT 10;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_1\\\", group_col_2=\\\"day\\\", top_k=10 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23915,"cached_input_tokens":22912,"output_tokens":132}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44fdcc5a7cda73bd2c81cb9cc4ab88f9f8d27391 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"day\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"day\"\nORDER BY support ASC, \"ord_1\", \"day\"\nLIMIT 10;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_1\", group_col_2=\"day\", top_k=10 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0ce27a83f403dca82f0f4830a3a877863309dbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:51.970118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:54.552778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:03.629390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4978b222eeed6d9b2012cf0b8876136cd2b6a4dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=day. +Result preview: [{"ord_1": "Expert", "day": "6", "support": 78}, {"ord_1": "Master", "day": "6", "support": 84}, {"ord_1": "Contributor", "day": "6", "support": 122}, {"ord_1": "Grandmaster", "day": "6", "support": 239}, {"ord_1": "Novice", "day": "6", "support": 389}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cb65a9af9dd384c298d343d2a58dd8248a3648b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_0e43e4bc1b328e9c +-- problem_id: v2p_c14_ece034dccdd35560 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "day", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "day" +ORDER BY support ASC, "ord_1", "day" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..083c917076c7564af804342e12561a7b1c5ebe58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"day\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"day\"\nORDER BY support ASC, \"ord_1\", \"day\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"day\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"day\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"day\\\"\\nLIMIT 10;\", \"columns\": [\"ord_1\", \"day\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"day\": \"6\", \"support\": 78}, {\"ord_1\": \"Master\", \"day\": \"6\", \"support\": 84}, {\"ord_1\": \"Contributor\", \"day\": \"6\", \"support\": 122}, {\"ord_1\": \"Grandmaster\", \"day\": \"6\", \"support\": 239}, {\"ord_1\": \"Novice\", \"day\": \"6\", \"support\": 389}, {\"ord_1\": \"Expert\", \"day\": \"5\", \"support\": 1457}, {\"ord_1\": \"Master\", \"day\": \"5\", \"support\": 1653}, {\"ord_1\": \"Contributor\", \"day\": \"5\", \"support\": 2538}, {\"ord_1\": \"Expert\", \"day\": \"7\", \"support\": 2808}, {\"ord_1\": \"Master\", \"day\": \"7\", \"support\": 3064}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 454.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a909be44b3fdc26adb6b9a42ac9abf6725022e70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:58:51.712968+00:00", + "ended_at": "2026-05-04T08:59:05.035779+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0e43e4bc1b328e9c", + "problem_id": "v2p_c14_ece034dccdd35560", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=day.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "day", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0e43e4bc1b328e9c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0e43e4bc1b328e9c", + "api_calls": 0, + "input_tokens": 23915, + "cached_input_tokens": 22912, + "output_tokens": 132, + "total_tokens": 24047, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3826, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3940, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12771.24, + "sql_execution_elapsed_ms_total": 454.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0e43e4bc1b328e9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d038c10a64feff4b291b08391c4936a29e3993c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e43e4bc1b328e9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:04.568223+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12771.24, "started_at": "2026-05-04T08:58:51.769572+00:00", "ended_at": "2026-05-04T08:59:04.540396+00:00", "prompt_metrics": {"chars": 11847, "bytes_utf8": 11847, "lines": 396, "estimated_tokens": 3826}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23915, "cached_input_tokens": 22912, "output_tokens": 132}, "stderr_preview": "2026-05-04T08:58:51.970118Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:54.552778Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3a80e922cb7600fa6e0e1f08cd2f6909088f4a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_0e67c08e702568ba\n-- problem_id: v2p_c14_dc9c7a310b9222c4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_0e67c08e702568ba\\n-- problem_id: v2p_c14_dc9c7a310b9222c4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 1.5694444444444444}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 1.4285714285714286}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 1.5522388059701493}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 1.328358208955224}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 1.4696969696969697}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 1.5384615384615385}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 1.65625}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 1.4375}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 1.7142857142857142}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 1.5873015873015872}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 1.507936507936508}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 1.4444444444444444}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 1.4126984126984128}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 1.380952380952381}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 1.6451612903225807}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 1.6290322580645162}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 1.5806451612903225}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 1.532258064516129}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 1.5}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 1.467741935483871}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 1.4193548387096775}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 1.3709677419354838}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 1.3709677419354838}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 1.6885245901639345}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 1.5081967213114753}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 1.4754098360655739}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 1.459016393442623}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 1.459016393442623}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 1.459016393442623}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 1.4426229508196722}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 1.4426229508196722}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 1.4426229508196722}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 1.4262295081967213}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 1.4262295081967213}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 1.4098360655737705}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 1.4098360655737705}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 1.6166666666666667}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 1.6}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 1.55}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 1.55}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 1.5333333333333334}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 1.5}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 1.5}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 1.4833333333333334}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 1.4666666666666666}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 1.4}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 1.4}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 1.3}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 1.2666666666666666}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 1.2666666666666666}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 372.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..acba4b4cfe7cfe15dd27eccd5378997581887142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:23.131994+00:00", + "ended_at": "2026-05-04T09:00:23.509120+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0e67c08e702568ba", + "problem_id": "v2p_c14_dc9c7a310b9222c4", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0e67c08e702568ba.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0e67c08e702568ba/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e4fa8f2c8acbd317d3a734a4037a8d19897aa27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12092, "bytes_utf8": 12092, "lines": 398, "estimated_tokens": 3872}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 23963, "cached_input_tokens": 22912, "output_tokens": 281}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c43d3a89b0dbd59a77953ec00b89bbb210012b3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f171a20e5887b71", + "api_calls": 0, + "input_tokens": 23963, + "cached_input_tokens": 22912, + "output_tokens": 281, + "total_tokens": 24244, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3872, + "estimated_output_tokens": 177, + "estimated_total_tokens": 4049, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13683.26, + "sql_execution_elapsed_ms_total": 490.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0f171a20e5887b71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b91fe90162021a7b73b9cd88a7957acb2b5ec28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:42.941252+00:00", + "ended_at": "2026-05-04T08:33:56.626305+00:00", + "elapsed_ms": 13683.26, + "prompt_metrics": { + "chars": 12092, + "bytes_utf8": 12092, + "lines": 398, + "estimated_tokens": 3872 + }, + "stdout_metrics": { + "chars": 917, + "bytes_utf8": 917, + "lines": 4, + "estimated_tokens": 304 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13292 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 562, + "bytes_utf8": 562, + "lines": 1, + "estimated_tokens": 177 + }, + "usage": { + "input_tokens": 23963, + "cached_input_tokens": 22912, + "output_tokens": 281 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e72da81c37544701ac3770646dd92205e6446de1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_0, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "item_col": "ord_4", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..551808b217f46f7c42080cb1668be6bc34c38e86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-2ec6-7fb3-8dad-af4c92b9f035"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_0\\\", \\\"ord_4\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"nom_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\", \\\"ord_4\\\"\\nORDER BY share_within_group DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"nom_0\\\", item_col=\\\"ord_4\\\", and measure_col=\\\"ord_0\\\". CAST was added because \\\"ord_0\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23963,"cached_input_tokens":22912,"output_tokens":281}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35421958d18c2bd0b0383bf02d511a16094f8d09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_0\", \"ord_4\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"nom_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_0\", \"ord_4\"\nORDER BY share_within_group DESC\nLIMIT 17;","notes":"Used the provided Within-Group Share of Total template with group_col=\"nom_0\", item_col=\"ord_4\", and measure_col=\"ord_0\". CAST was added because \"ord_0\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfc011f0ef82cf6987700c67a44c170e1ecdb768 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:43.198679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:45.527275Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:55.458225Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df827c3599c9081662a0353222d1ffcb05a78a30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_0, measure_col=ord_0. +Result preview: [{"nom_0": "Blue", "ord_4": "L", "total_measure": 9144.0, "share_within_group": 6.436218510463078}, {"nom_0": "Red", "ord_4": "G", "total_measure": 7255.0, "share_within_group": 6.39680468364252}, {"nom_0": "Blue", "ord_4": "S", "total_measure": 9051.0, "share_within_group": 6.3707582828304155}, {"nom_0": "Green", "ord_4": "L", "total_measure": 11980.0, "share_within_group": 6.359384870184677}, {"nom_0": "Green", "ord_4": "G", "total_measure": 11977.0, "share_within_group": 6.357792369799823}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c15f8966c212747c3e19634bb929cad714e90057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_0f171a20e5887b71 +-- problem_id: v2p_c14_2bfd7c8bf2cc8aec +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", "ord_4", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "nom_0") AS share_within_group +FROM "c14" +GROUP BY "nom_0", "ord_4" +ORDER BY share_within_group DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..921466b7047c705769b5fe1aa050ccac925f54b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_0\", \"ord_4\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"nom_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_0\", \"ord_4\"\nORDER BY share_within_group DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_0\\\", \\\"ord_4\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"nom_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\", \\\"ord_4\\\"\\nORDER BY share_within_group DESC\\nLIMIT 17;\", \"columns\": [\"nom_0\", \"ord_4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_0\": \"Blue\", \"ord_4\": \"L\", \"total_measure\": 9144.0, \"share_within_group\": 6.436218510463078}, {\"nom_0\": \"Red\", \"ord_4\": \"G\", \"total_measure\": 7255.0, \"share_within_group\": 6.39680468364252}, {\"nom_0\": \"Blue\", \"ord_4\": \"S\", \"total_measure\": 9051.0, \"share_within_group\": 6.3707582828304155}, {\"nom_0\": \"Green\", \"ord_4\": \"L\", \"total_measure\": 11980.0, \"share_within_group\": 6.359384870184677}, {\"nom_0\": \"Green\", \"ord_4\": \"G\", \"total_measure\": 11977.0, \"share_within_group\": 6.357792369799823}, {\"nom_0\": \"Red\", \"ord_4\": \"S\", \"total_measure\": 7138.0, \"share_within_group\": 6.293644635677506}, {\"nom_0\": \"Green\", \"ord_4\": \"S\", \"total_measure\": 11822.0, \"share_within_group\": 6.27551318324902}, {\"nom_0\": \"Red\", \"ord_4\": \"L\", \"total_measure\": 7100.0, \"share_within_group\": 6.260139662834168}, {\"nom_0\": \"Green\", \"ord_4\": \"A\", \"total_measure\": 11635.0, \"share_within_group\": 6.176247325926437}, {\"nom_0\": \"Blue\", \"ord_4\": \"A\", \"total_measure\": 8708.0, \"share_within_group\": 6.12932970134651}, {\"nom_0\": \"Blue\", \"ord_4\": \"G\", \"total_measure\": 8707.0, \"share_within_group\": 6.1286258279311046}, {\"nom_0\": \"Red\", \"ord_4\": \"A\", \"total_measure\": 6729.0, \"share_within_group\": 5.933025322705791}, {\"nom_0\": \"Blue\", \"ord_4\": \"R\", \"total_measure\": 8099.0, \"share_within_group\": 5.700670791364881}, {\"nom_0\": \"Red\", \"ord_4\": \"R\", \"total_measure\": 6338.0, \"share_within_group\": 5.588276786344078}, {\"nom_0\": \"Green\", \"ord_4\": \"R\", \"total_measure\": 10471.0, \"share_within_group\": 5.558357176602985}, {\"nom_0\": \"Red\", \"ord_4\": \"Q\", \"total_measure\": 6111.0, \"share_within_group\": 5.3881286590957185}, {\"nom_0\": \"Green\", \"ord_4\": \"Q\", \"total_measure\": 9949.0, \"share_within_group\": 5.281262109638343}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 490.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dfc23847f22e81aa78eed6d96eabcf857839fb5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:33:42.878753+00:00", + "ended_at": "2026-05-04T08:33:57.144088+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0f171a20e5887b71", + "problem_id": "v2p_c14_2bfd7c8bf2cc8aec", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_0, measure_col=ord_0.", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "item_col": "ord_4", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0f171a20e5887b71.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f171a20e5887b71", + "api_calls": 0, + "input_tokens": 23963, + "cached_input_tokens": 22912, + "output_tokens": 281, + "total_tokens": 24244, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3872, + "estimated_output_tokens": 177, + "estimated_total_tokens": 4049, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13683.26, + "sql_execution_elapsed_ms_total": 490.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0f171a20e5887b71\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7c34c15f1389230d20783c72bec3f540fc4f76b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f171a20e5887b71/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:56.646145+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13683.26, "started_at": "2026-05-04T08:33:42.941252+00:00", "ended_at": "2026-05-04T08:33:56.626305+00:00", "prompt_metrics": {"chars": 12092, "bytes_utf8": 12092, "lines": 398, "estimated_tokens": 3872}, "response_metrics": {"chars": 562, "bytes_utf8": 562, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 23963, "cached_input_tokens": 22912, "output_tokens": 281}, "stderr_preview": "2026-05-04T08:33:43.198679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:45.527275Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f036a47b0161c30d0e9ebabf037701fce423eef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-9a37-7ab2-8aa6-2b28aeff88d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(\\\"day\\\" AS INTEGER) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_2\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((90 * \\\"cnt\\\") + 99) / 100\\n)\\nSELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"ord_2\\\" and measure_col=\\\"day\\\". Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.9 percentile by selecting the row at ceil(0.9 * group_size) within each \\\"ord_2\\\" group after ordering CAST(\\\"day\\\" AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":484}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa92991be8451382611202745ddcfc96086f315c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\",\n CAST(\"day\" AS INTEGER) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_2\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"ord_2\",\n \"day_value\"\n FROM \"ranked\"\n WHERE \"rn\" = ((90 * \"cnt\") + 99) / 100\n)\nSELECT\n \"ord_2\",\n \"day_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"Applied the planned template with group_col=\"ord_2\" and measure_col=\"day\". Since SQLite does not support PERCENTILE_CONT, the query emulates the 0.9 percentile by selecting the row at ceil(0.9 * group_size) within each \"ord_2\" group after ordering CAST(\"day\" AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eceb2c2787cef25dd0e8f27c2c0407480a1aca2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:17.141651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:19.437974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:33.350700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..674b14dca33938268619f5f451271b9a38ef6167 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=day. +Result preview: [{"ord_2": "Boiling Hot", "percentile_measure": 7}, {"ord_2": "Cold", "percentile_measure": 7}, {"ord_2": "Freezing", "percentile_measure": 7}, {"ord_2": "Hot", "percentile_measure": 7}, {"ord_2": "Lava Hot", "percentile_measure": 7}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92abca5271ed812a31703dbcb832545cd40b699 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_0f392ef5d26d7a6c +-- problem_id: v2p_c14_1b8cec22c192dfbe +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2", + CAST("day" AS INTEGER) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_2") AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "ord_2", + "day_value" + FROM "ranked" + WHERE "rn" = ((90 * "cnt") + 99) / 100 +) +SELECT + "ord_2", + "day_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f12a9eae6623f85900f6a8d3e035164ad85dc1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\",\n CAST(\"day\" AS INTEGER) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_2\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"ord_2\",\n \"day_value\"\n FROM \"ranked\"\n WHERE \"rn\" = ((90 * \"cnt\") + 99) / 100\n)\nSELECT\n \"ord_2\",\n \"day_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n CAST(\\\"day\\\" AS INTEGER) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_2\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((90 * \\\"cnt\\\") + 99) / 100\\n)\\nSELECT\\n \\\"ord_2\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_2\", \"percentile_measure\"], \"rows\": [{\"ord_2\": \"Boiling Hot\", \"percentile_measure\": 7}, {\"ord_2\": \"Cold\", \"percentile_measure\": 7}, {\"ord_2\": \"Freezing\", \"percentile_measure\": 7}, {\"ord_2\": \"Hot\", \"percentile_measure\": 7}, {\"ord_2\": \"Lava Hot\", \"percentile_measure\": 7}, {\"ord_2\": \"Warm\", \"percentile_measure\": 7}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1386.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e61463ff313ed2527a2e0ceaf3af62c0564fe953 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:47:16.828846+00:00", + "ended_at": "2026-05-04T08:47:35.702725+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0f392ef5d26d7a6c", + "problem_id": "v2p_c14_1b8cec22c192dfbe", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=day.", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0f392ef5d26d7a6c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f392ef5d26d7a6c", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 484, + "total_tokens": 24361, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 293, + "estimated_total_tokens": 4079, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17398.48, + "sql_execution_elapsed_ms_total": 1386.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0f392ef5d26d7a6c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50e9ded3d3de79cad18e3f7e1bafade1073cecff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f392ef5d26d7a6c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:34.305757+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17398.48, "started_at": "2026-05-04T08:47:16.887258+00:00", "ended_at": "2026-05-04T08:47:34.285603+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 958, "bytes_utf8": 958, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 484}, "stderr_preview": "2026-05-04T08:47:17.141651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:19.437974Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_4, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71ab6c22b89403b2062770c5113724b70ce73ee5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-7591-7451-aeb0-d53ca1f75986"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_4\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"ord_4\\\" and measure_col bound to \\\"day\\\". CAST(\\\"day\\\" AS REAL) ensures SQLite performs numeric aggregation on this TEXT-typed column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..385a57bac8da03ab3d73bed8cf4f3156a51aa111 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_4\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"ord_4\" and measure_col bound to \"day\". CAST(\"day\" AS REAL) ensures SQLite performs numeric aggregation on this TEXT-typed column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa677d6cead854e93bb7efd3f8c1839481283abd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:46.489929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:48.891503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:58.592653Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9c93ea7d104e08d295a462c2cfe6a46c0309d23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_4, measure_col=day. +Result preview: [{"ord_4": "L", "total_measure": 57479.0}, {"ord_4": "G", "total_measure": 57049.0}, {"ord_4": "S", "total_measure": 56873.0}, {"ord_4": "A", "total_measure": 54904.0}, {"ord_4": "R", "total_measure": 50834.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc9bc57f397fa6218199ccdcf5eef05fab9546e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_0f69b2a3bceed924 +-- problem_id: v2p_c14_5f11f3b1c3926f04 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", SUM(CAST("day" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "ord_4" +HAVING SUM(CAST("day" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cb4b5b06aaaa41980cc54d1399b652a512c9ff3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_4\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_4\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"ord_4\", \"total_measure\"], \"rows\": [{\"ord_4\": \"L\", \"total_measure\": 57479.0}, {\"ord_4\": \"G\", \"total_measure\": 57049.0}, {\"ord_4\": \"S\", \"total_measure\": 56873.0}, {\"ord_4\": \"A\", \"total_measure\": 54904.0}, {\"ord_4\": \"R\", \"total_measure\": 50834.0}, {\"ord_4\": \"Q\", \"total_measure\": 47864.0}, {\"ord_4\": \"K\", \"total_measure\": 44360.0}, {\"ord_4\": \"I\", \"total_measure\": 44294.0}, {\"ord_4\": \"Z\", \"total_measure\": 43193.0}, {\"ord_4\": \"T\", \"total_measure\": 42696.0}, {\"ord_4\": \"V\", \"total_measure\": 42626.0}, {\"ord_4\": \"J\", \"total_measure\": 38723.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 261.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba5df916efa8a3d429073fdc77ddee396d9773e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:54:46.211015+00:00", + "ended_at": "2026-05-04T08:54:59.695168+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0f69b2a3bceed924", + "problem_id": "v2p_c14_5f11f3b1c3926f04", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_4, measure_col=day.", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0f69b2a3bceed924.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f69b2a3bceed924", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 192, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 126, + "estimated_total_tokens": 3919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13139.54, + "sql_execution_elapsed_ms_total": 261.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0f69b2a3bceed924\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e966a689db6e3ad0cac30f4d327d3e23dc6734af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:59.424273+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13139.54, "started_at": "2026-05-04T08:54:46.264857+00:00", "ended_at": "2026-05-04T08:54:59.404820+00:00", "prompt_metrics": {"chars": 11845, "bytes_utf8": 11845, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 462, "bytes_utf8": 462, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 192}, "stderr_preview": "2026-05-04T08:54:46.489929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:48.891503Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"ord_4\\\" and measure_col bound to \\\"day\\\". CAST(\\\"day\\\" AS REAL) ensures SQLite performs numeric aggregation on this TEXT-typed column.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bcffa4884a0b932cd43cb589a9ac3ca42957f9a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0f69b2a3bceed924/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_0f69b2a3bceed924", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 192, + "total_tokens": 24074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 126, + "estimated_total_tokens": 3919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13139.54, + "sql_execution_elapsed_ms_total": 261.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_0f69b2a3bceed924\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..adbabc406e82ef938f7cd7014866fac7555fac99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_6": "d173ac7ca", "support": 1218, "avg_response": 5.848111658456486}, {"nom_6": "2ed5a94b0", "support": 1210, "avg_response": 5.662809917355372}, {"nom_6": "c9eedfbc2", "support": 1193, "avg_response": 6.031014249790444}, {"nom_6": "50d7ad46a", "support": 1175, "avg_response": 5.804255319148936}, {"nom_6": "0922e3cb8", "support": 1169, "avg_response": 5.817792985457656}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..72f0f986c89c4a76319a827155033db9c8c05370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0ffe2085a1f017fd +-- problem_id: v2p_c14_f14f26cb6ff6081e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf118da02b8e5db2b3d5721f7ab142df8cc51aab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_0ffe2085a1f017fd\n-- problem_id: v2p_c14_f14f26cb6ff6081e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_0ffe2085a1f017fd\\n-- problem_id: v2p_c14_f14f26cb6ff6081e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 5.848111658456486}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 5.662809917355372}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 6.031014249790444}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 5.804255319148936}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 5.817792985457656}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 5.96229648671808}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 5.942489270386266}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 5.828003457216941}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 5.801393728222997}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 5.632635253054101}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 5.756140350877193}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 5.735500878734622}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 5.832893579595426}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 5.796833773087071}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 5.924095322153574}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 5.887908208296558}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 5.9351111111111114}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 5.667853962600178}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 5.870420017873101}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 5.728737690241719}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 5.989247311827957}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 5.76391382405745}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 5.733393177737882}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 5.7834681042228215}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 5.718778077268643}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 5.811541929666366}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 5.68383017163505}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 5.79491833030853}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 5.919164396003633}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 5.79}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 5.851277372262774}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 5.664840182648402}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 5.6855575868372945}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 5.5333943275388835}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 5.791017415215399}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 5.686526122823098}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 5.730202578268877}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 5.90009250693802}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 5.718778908418131}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 5.840740740740741}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 5.6502325581395345}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 5.7679403541472505}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 5.683177570093458}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 5.768796992481203}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 5.739171374764595}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 5.937794533459001}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 5.749056603773585}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 5.84957426679281}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 5.7039848197343455}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 5.8262108262108265}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 381.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62eb8dae27b7a8c88f8fc07580e1ffa3be3848e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:19.590951+00:00", + "ended_at": "2026-05-04T09:00:19.978679+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_0ffe2085a1f017fd", + "problem_id": "v2p_c14_f14f26cb6ff6081e", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_0ffe2085a1f017fd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_0ffe2085a1f017fd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a3a0cb8812a5bf18e0b6e1f359f9ef39043d3e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12086, "bytes_utf8": 12086, "lines": 398, "estimated_tokens": 3867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 23958, "cached_input_tokens": 19840, "output_tokens": 380}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b142a448c46052d66db87e57bad87fdb9869b833 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_10f0825856427fbf", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 19840, + "output_tokens": 380, + "total_tokens": 24338, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 173, + "estimated_total_tokens": 4040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15443.47, + "sql_execution_elapsed_ms_total": 506.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_10f0825856427fbf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..41eb9f9bf75d3595843677574760685c74fb3635 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:11.009443+00:00", + "ended_at": "2026-05-04T08:31:26.452852+00:00", + "elapsed_ms": 15443.47, + "prompt_metrics": { + "chars": 12086, + "bytes_utf8": 12086, + "lines": 398, + "estimated_tokens": 3867 + }, + "stdout_metrics": { + "chars": 926, + "bytes_utf8": 926, + "lines": 4, + "estimated_tokens": 299 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 569, + "bytes_utf8": 569, + "lines": 1, + "estimated_tokens": 173 + }, + "usage": { + "input_tokens": 23958, + "cached_input_tokens": 19840, + "output_tokens": 380 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d94708ec378090c7974c306250343492b2ba513 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_0, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfeddc3524d9a7eb0d7ba7986c2d77ce2d5197f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-dd39-7f90-9388-b747433585e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"bin_0\\\",\\n \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS REAL))) OVER (PARTITION BY \\\"bin_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC\\nLIMIT 17;\",\"notes\":\"Used the provided template with group_col=\\\"bin_0\\\", item_col=\\\"nom_5\\\", and measure_col=\\\"id\\\". CAST was added because \\\"id\\\" is stored as TEXT in SQLite schema; this preserves SQLite compatibility for SUM().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":19840,"output_tokens":380}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6524ebc9d524dced77a8786bf98df8a1e5577bff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"bin_0\",\n \"nom_5\",\n SUM(CAST(\"id\" AS REAL)) AS total_measure,\n SUM(CAST(\"id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"id\" AS REAL))) OVER (PARTITION BY \"bin_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_0\", \"nom_5\"\nORDER BY share_within_group DESC\nLIMIT 17;","notes":"Used the provided template with group_col=\"bin_0\", item_col=\"nom_5\", and measure_col=\"id\". CAST was added because \"id\" is stored as TEXT in SQLite schema; this preserves SQLite compatibility for SUM()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03a9b5a188255dee3d25515fc977c0ba4264ef06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:11.217743Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:13.588783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:25.730406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb2bc5f00fede1f43a32b1abb6b2db100ce8c30f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_0, measure_col=id. +Result preview: [{"bin_0": "1", "nom_5": "b97f51ac4", "total_measure": 55873977.0, "share_within_group": 0.9774457841936888}, {"bin_0": "1", "nom_5": "2ff007c26", "total_measure": 55326043.0, "share_within_group": 0.9678603598678638}, {"bin_0": "0", "nom_5": "f7821e391", "total_measure": 367072435.0, "share_within_group": 0.9344182690034321}, {"bin_0": "1", "nom_5": "640e1fdd5", "total_measure": 53392209.0, "share_within_group": 0.9340303375189908}, {"bin_0": "0", "nom_5": "472efea17", "total_measure": 360263297.0, "share_within_group": 0.9170849518248607}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20b21ed43910f956f2eee8171cb090878bdbd1f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_10f0825856427fbf +-- problem_id: v2p_c14_17015b950cb9babe +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + "nom_5", + SUM(CAST("id" AS REAL)) AS total_measure, + SUM(CAST("id" AS REAL)) * 100.0 / SUM(SUM(CAST("id" AS REAL))) OVER (PARTITION BY "bin_0") AS share_within_group +FROM "c14" +GROUP BY "bin_0", "nom_5" +ORDER BY share_within_group DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97ced0dfeb302a81b2b6546e43d36954f3169508 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"bin_0\",\n \"nom_5\",\n SUM(CAST(\"id\" AS REAL)) AS total_measure,\n SUM(CAST(\"id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"id\" AS REAL))) OVER (PARTITION BY \"bin_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_0\", \"nom_5\"\nORDER BY share_within_group DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"bin_0\\\",\\n \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS REAL))) OVER (PARTITION BY \\\"bin_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC\\nLIMIT 17;\", \"columns\": [\"bin_0\", \"nom_5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_0\": \"1\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 55873977.0, \"share_within_group\": 0.9774457841936888}, {\"bin_0\": \"1\", \"nom_5\": \"2ff007c26\", \"total_measure\": 55326043.0, \"share_within_group\": 0.9678603598678638}, {\"bin_0\": \"0\", \"nom_5\": \"f7821e391\", \"total_measure\": 367072435.0, \"share_within_group\": 0.9344182690034321}, {\"bin_0\": \"1\", \"nom_5\": \"640e1fdd5\", \"total_measure\": 53392209.0, \"share_within_group\": 0.9340303375189908}, {\"bin_0\": \"0\", \"nom_5\": \"472efea17\", \"total_measure\": 360263297.0, \"share_within_group\": 0.9170849518248607}, {\"bin_0\": \"1\", \"nom_5\": \"72f8028dc\", \"total_measure\": 52389566.0, \"share_within_group\": 0.9164903443769005}, {\"bin_0\": \"1\", \"nom_5\": \"46cab09da\", \"total_measure\": 52367164.0, \"share_within_group\": 0.9160984492294062}, {\"bin_0\": \"1\", \"nom_5\": \"475e79160\", \"total_measure\": 52303790.0, \"share_within_group\": 0.9149897998642913}, {\"bin_0\": \"0\", \"nom_5\": \"06eeaf0aa\", \"total_measure\": 359335529.0, \"share_within_group\": 0.914723228944207}, {\"bin_0\": \"0\", \"nom_5\": \"20b10a832\", \"total_measure\": 358889694.0, \"share_within_group\": 0.9135883129733002}, {\"bin_0\": \"1\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 52067470.0, \"share_within_group\": 0.9108556751765023}, {\"bin_0\": \"1\", \"nom_5\": \"6c90f81cd\", \"total_measure\": 51892371.0, \"share_within_group\": 0.9077925357947016}, {\"bin_0\": \"1\", \"nom_5\": \"3685a0904\", \"total_measure\": 51841072.0, \"share_within_group\": 0.906895123547076}, {\"bin_0\": \"1\", \"nom_5\": \"4e28ceffa\", \"total_measure\": 51786161.0, \"share_within_group\": 0.9059345238486536}, {\"bin_0\": \"0\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 355503094.0, \"share_within_group\": 0.9049673962057228}, {\"bin_0\": \"0\", \"nom_5\": \"475e79160\", \"total_measure\": 355298881.0, \"share_within_group\": 0.9044475523281295}, {\"bin_0\": \"1\", \"nom_5\": \"472efea17\", \"total_measure\": 51634890.0, \"share_within_group\": 0.9032882257120315}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 506.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4555eac6a58549debdb62fe1141edc35bbbed7a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:31:10.953181+00:00", + "ended_at": "2026-05-04T08:31:26.988179+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_10f0825856427fbf", + "problem_id": "v2p_c14_17015b950cb9babe", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_0, measure_col=id.", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_10f0825856427fbf.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_10f0825856427fbf", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 19840, + "output_tokens": 380, + "total_tokens": 24338, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 173, + "estimated_total_tokens": 4040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15443.47, + "sql_execution_elapsed_ms_total": 506.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_10f0825856427fbf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7d6419bc5cf84657e9988c663df4a8fe57e93c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_10f0825856427fbf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:26.472661+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15443.47, "started_at": "2026-05-04T08:31:11.009443+00:00", "ended_at": "2026-05-04T08:31:26.452852+00:00", "prompt_metrics": {"chars": 12086, "bytes_utf8": 12086, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 569, "bytes_utf8": 569, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 23958, "cached_input_tokens": 19840, "output_tokens": 380}, "stderr_preview": "2026-05-04T08:31:11.217743Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:13.588783Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=month.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a12bf9d8ed4d2a64d5b581140d4fde11bb4993d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-8a25-7dc0-a1d5-76b4b2b4e185"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"month\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Window Partition Average template with group_col=\\\"day\\\" and measure_col=\\\"month\\\". CAST was added because the schema stores \\\"month\\\" as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23846,"cached_input_tokens":22912,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de083a97398266daa0a7c025f72159ef8ffa090c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"day\",\n AVG(CAST(\"month\" AS REAL)) OVER (PARTITION BY \"day\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the planned Window Partition Average template with group_col=\"day\" and measure_col=\"month\". CAST was added because the schema stores \"month\" as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02926d5e1b265b4380bcf4099281ecc5597d7cc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:34.239863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:36.956073Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:44.942503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d26c315003f2021d0965d9e1bf9dcbe1acd8ac6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=month. +Result preview: [{"day": "6", "avg_measure": 6.031798245614035}, {"day": "5", "avg_measure": 5.834373418789003}, {"day": "1", "avg_measure": 5.7825568926486355}, {"day": "4", "avg_measure": 5.774521442350497}, {"day": "2", "avg_measure": 5.764879230303438}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c524915f920ce95f3a0a52c33986a4437ab971b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_138135f0241927ec +-- problem_id: v2p_c14_9b2359dd99118493 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("month" AS REAL)) OVER (PARTITION BY "day") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d579ee78cc60a2e566113bd99fa85f4d28e7d21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"day\",\n AVG(CAST(\"month\" AS REAL)) OVER (PARTITION BY \"day\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"month\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"day\", \"avg_measure\"], \"rows\": [{\"day\": \"6\", \"avg_measure\": 6.031798245614035}, {\"day\": \"5\", \"avg_measure\": 5.834373418789003}, {\"day\": \"1\", \"avg_measure\": 5.7825568926486355}, {\"day\": \"4\", \"avg_measure\": 5.774521442350497}, {\"day\": \"2\", \"avg_measure\": 5.764879230303438}, {\"day\": \"7\", \"avg_measure\": 5.755680614807419}, {\"day\": \"3\", \"avg_measure\": 5.751586117515862}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1027.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..434eb93f5649b6d4dda1b62d9638d35e95414c16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:39:33.962466+00:00", + "ended_at": "2026-05-04T08:39:46.811292+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_138135f0241927ec", + "problem_id": "v2p_c14_9b2359dd99118493", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=day, measure_col=month.", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_138135f0241927ec.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_138135f0241927ec", + "api_calls": 0, + "input_tokens": 23846, + "cached_input_tokens": 22912, + "output_tokens": 180, + "total_tokens": 24026, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3755, + "estimated_output_tokens": 100, + "estimated_total_tokens": 3855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11737.42, + "sql_execution_elapsed_ms_total": 1027.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_138135f0241927ec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f29cc15bdd3ea5e1149bbab46363975d820293b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_138135f0241927ec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:45.775303+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11737.42, "started_at": "2026-05-04T08:39:34.019592+00:00", "ended_at": "2026-05-04T08:39:45.757333+00:00", "prompt_metrics": {"chars": 11765, "bytes_utf8": 11765, "lines": 396, "estimated_tokens": 3755}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 23846, "cached_input_tokens": 22912, "output_tokens": 180}, "stderr_preview": "2026-05-04T08:39:34.239863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:36.956073Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_1, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae229477854d0033cfde62c131b7bfb7dbf3c9fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-2c90-7d72-802d-3508a5262abb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=nom_1, target_col=target, target_value='0'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5b42068d50b6c8c7481b95657d3f008a85ae535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_1\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=nom_1, target_col=target, target_value='0'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7821d8e714e4c3b64d20697522ad8d8b54ff14d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:52.791037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:55.171493Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:03.507075Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c9182df65eb38330415baf0a02b0e6edd77a5b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_1, target_col=target. +Result preview: [{"bin_3": "F", "nom_1": "Circle", "target_rate": 0.7545177443936425}, {"bin_3": "T", "nom_1": "Circle", "target_rate": 0.7541693054675955}, {"bin_3": "T", "nom_1": "Trapezoid", "target_rate": 0.7132131840844278}, {"bin_3": "F", "nom_1": "Trapezoid", "target_rate": 0.7065519603497602}, {"bin_3": "T", "nom_1": "Star", "target_rate": 0.6914387633769322}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0caf6e1fdd5d6d85a6475210094792e841401389 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_13e26172e6b56210 +-- problem_id: v2p_c14_5e212246d9fa4bdd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_1", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_1" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ddb45add811e92dcfc9d2ca0c98cf29fec017e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_1\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_1\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"nom_1\": \"Circle\", \"target_rate\": 0.7545177443936425}, {\"bin_3\": \"T\", \"nom_1\": \"Circle\", \"target_rate\": 0.7541693054675955}, {\"bin_3\": \"T\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.7132131840844278}, {\"bin_3\": \"F\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.7065519603497602}, {\"bin_3\": \"T\", \"nom_1\": \"Star\", \"target_rate\": 0.6914387633769322}, {\"bin_3\": \"T\", \"nom_1\": \"Polygon\", \"target_rate\": 0.6896756115960772}, {\"bin_3\": \"F\", \"nom_1\": \"Star\", \"target_rate\": 0.6871980676328503}, {\"bin_3\": \"F\", \"nom_1\": \"Polygon\", \"target_rate\": 0.6791015069661643}, {\"bin_3\": \"T\", \"nom_1\": \"Square\", \"target_rate\": 0.6674515344164508}, {\"bin_3\": \"F\", \"nom_1\": \"Square\", \"target_rate\": 0.654323035455111}, {\"bin_3\": \"T\", \"nom_1\": \"Triangle\", \"target_rate\": 0.6434118560704116}, {\"bin_3\": \"F\", \"nom_1\": \"Triangle\", \"target_rate\": 0.6343122960494342}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 517.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..50790269b5bdbce547d8ec2d334bbaaa63d7c066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:23:52.529721+00:00", + "ended_at": "2026-05-04T08:24:04.897943+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_13e26172e6b56210", + "problem_id": "v2p_c14_5e212246d9fa4bdd", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_1, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_13e26172e6b56210.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_13e26172e6b56210", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11751.99, + "sql_execution_elapsed_ms_total": 517.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_13e26172e6b56210\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d029bfe1ec73b5bec835c367eecf18959aea18a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_13e26172e6b56210/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:04.372078+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11751.99, "started_at": "2026-05-04T08:23:52.594998+00:00", "ended_at": "2026-05-04T08:24:04.347113+00:00", "prompt_metrics": {"chars": 11982, "bytes_utf8": 11982, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:23:52.791037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:55.171493Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_0, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "item_col": "ord_4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32033c1e559e8199224039a8c5bd474841e2b8bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-ed58-7fa1-a0ac-af09eda67eda"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_0\\\", \\\"ord_4\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"nom_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\", \\\"ord_4\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"nom_0\\\", item_col=\\\"ord_4\\\", and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23962,"cached_input_tokens":19840,"output_tokens":361}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e57aebeab5c36a21ddf924b2e86edc10072cc39f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_0\", \"ord_4\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"nom_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_0\", \"ord_4\"\nORDER BY share_within_group DESC;","notes":"Applied the planned template with group_col=\"nom_0\", item_col=\"ord_4\", and measure_col=\"ord_0\". Cast \"ord_0\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f89d1631918da241df21d9899881175549a7dde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:26.431025Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:28.787488Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:41.368590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b47626713e8ec38a68bc3c1aead733a03ec69e54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_0, measure_col=ord_0. +Result preview: [{"nom_0": "Blue", "ord_4": "L", "total_measure": 9144.0, "share_within_group": 6.436218510463078}, {"nom_0": "Red", "ord_4": "G", "total_measure": 7255.0, "share_within_group": 6.39680468364252}, {"nom_0": "Blue", "ord_4": "S", "total_measure": 9051.0, "share_within_group": 6.3707582828304155}, {"nom_0": "Green", "ord_4": "L", "total_measure": 11980.0, "share_within_group": 6.359384870184677}, {"nom_0": "Green", "ord_4": "G", "total_measure": 11977.0, "share_within_group": 6.357792369799823}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8c0f85eab1b157a1c131a83acd5b1abae2af581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_16adec4953a89393 +-- problem_id: v2p_c14_f01bc20533b1c70c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", "ord_4", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "nom_0") AS share_within_group +FROM "c14" +GROUP BY "nom_0", "ord_4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4968612611a98a45976ea386bc9f4ff8b641fcb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_0\", \"ord_4\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"nom_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_0\", \"ord_4\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_0\\\", \\\"ord_4\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"nom_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\", \\\"ord_4\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"nom_0\", \"ord_4\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_0\": \"Blue\", \"ord_4\": \"L\", \"total_measure\": 9144.0, \"share_within_group\": 6.436218510463078}, {\"nom_0\": \"Red\", \"ord_4\": \"G\", \"total_measure\": 7255.0, \"share_within_group\": 6.39680468364252}, {\"nom_0\": \"Blue\", \"ord_4\": \"S\", \"total_measure\": 9051.0, \"share_within_group\": 6.3707582828304155}, {\"nom_0\": \"Green\", \"ord_4\": \"L\", \"total_measure\": 11980.0, \"share_within_group\": 6.359384870184677}, {\"nom_0\": \"Green\", \"ord_4\": \"G\", \"total_measure\": 11977.0, \"share_within_group\": 6.357792369799823}, {\"nom_0\": \"Red\", \"ord_4\": \"S\", \"total_measure\": 7138.0, \"share_within_group\": 6.293644635677506}, {\"nom_0\": \"Green\", \"ord_4\": \"S\", \"total_measure\": 11822.0, \"share_within_group\": 6.27551318324902}, {\"nom_0\": \"Red\", \"ord_4\": \"L\", \"total_measure\": 7100.0, \"share_within_group\": 6.260139662834168}, {\"nom_0\": \"Green\", \"ord_4\": \"A\", \"total_measure\": 11635.0, \"share_within_group\": 6.176247325926437}, {\"nom_0\": \"Blue\", \"ord_4\": \"A\", \"total_measure\": 8708.0, \"share_within_group\": 6.12932970134651}, {\"nom_0\": \"Blue\", \"ord_4\": \"G\", \"total_measure\": 8707.0, \"share_within_group\": 6.1286258279311046}, {\"nom_0\": \"Red\", \"ord_4\": \"A\", \"total_measure\": 6729.0, \"share_within_group\": 5.933025322705791}, {\"nom_0\": \"Blue\", \"ord_4\": \"R\", \"total_measure\": 8099.0, \"share_within_group\": 5.700670791364881}, {\"nom_0\": \"Red\", \"ord_4\": \"R\", \"total_measure\": 6338.0, \"share_within_group\": 5.588276786344078}, {\"nom_0\": \"Green\", \"ord_4\": \"R\", \"total_measure\": 10471.0, \"share_within_group\": 5.558357176602985}, {\"nom_0\": \"Red\", \"ord_4\": \"Q\", \"total_measure\": 6111.0, \"share_within_group\": 5.3881286590957185}, {\"nom_0\": \"Green\", \"ord_4\": \"Q\", \"total_measure\": 9949.0, \"share_within_group\": 5.281262109638343}, {\"nom_0\": \"Blue\", \"ord_4\": \"Q\", \"total_measure\": 7501.0, \"share_within_group\": 5.279754488952706}, {\"nom_0\": \"Red\", \"ord_4\": \"K\", \"total_measure\": 5684.0, \"share_within_group\": 5.011638569514002}, {\"nom_0\": \"Blue\", \"ord_4\": \"K\", \"total_measure\": 7000.0, \"share_within_group\": 4.927113907834815}, {\"nom_0\": \"Blue\", \"ord_4\": \"I\", \"total_measure\": 6990.0, \"share_within_group\": 4.9200751736807655}, {\"nom_0\": \"Green\", \"ord_4\": \"I\", \"total_measure\": 9233.0, \"share_within_group\": 4.901185351119794}, {\"nom_0\": \"Green\", \"ord_4\": \"K\", \"total_measure\": 9158.0, \"share_within_group\": 4.8613728414984365}, {\"nom_0\": \"Blue\", \"ord_4\": \"T\", \"total_measure\": 6878.0, \"share_within_group\": 4.841241351155408}, {\"nom_0\": \"Green\", \"ord_4\": \"Z\", \"total_measure\": 9099.0, \"share_within_group\": 4.83005366726297}, {\"nom_0\": \"Red\", \"ord_4\": \"I\", \"total_measure\": 5428.0, \"share_within_group\": 4.785920857727305}, {\"nom_0\": \"Green\", \"ord_4\": \"V\", \"total_measure\": 8968.0, \"share_within_group\": 4.760514483791}, {\"nom_0\": \"Blue\", \"ord_4\": \"V\", \"total_measure\": 6730.0, \"share_within_group\": 4.737068085675472}, {\"nom_0\": \"Red\", \"ord_4\": \"T\", \"total_measure\": 5371.0, \"share_within_group\": 4.7356633984622984}, {\"nom_0\": \"Blue\", \"ord_4\": \"Z\", \"total_measure\": 6654.0, \"share_within_group\": 4.683573706104694}, {\"nom_0\": \"Green\", \"ord_4\": \"T\", \"total_measure\": 8797.0, \"share_within_group\": 4.6697419618543075}, {\"nom_0\": \"Red\", \"ord_4\": \"Z\", \"total_measure\": 5268.0, \"share_within_group\": 4.644847287860619}, {\"nom_0\": \"Red\", \"ord_4\": \"V\", \"total_measure\": 5244.0, \"share_within_group\": 4.623686252380616}, {\"nom_0\": \"Blue\", \"ord_4\": \"H\", \"total_measure\": 6190.0, \"share_within_group\": 4.356976441356786}, {\"nom_0\": \"Red\", \"ord_4\": \"P\", \"total_measure\": 4938.0, \"share_within_group\": 4.35388305001058}, {\"nom_0\": \"Red\", \"ord_4\": \"J\", \"total_measure\": 4913.0, \"share_within_group\": 4.331840304718911}, {\"nom_0\": \"Red\", \"ord_4\": \"U\", \"total_measure\": 4899.0, \"share_within_group\": 4.319496367355576}, {\"nom_0\": \"Blue\", \"ord_4\": \"P\", \"total_measure\": 6080.0, \"share_within_group\": 4.27955036566224}, {\"nom_0\": \"Blue\", \"ord_4\": \"U\", \"total_measure\": 6067.0, \"share_within_group\": 4.270400011261975}, {\"nom_0\": \"Blue\", \"ord_4\": \"J\", \"total_measure\": 6047.0, \"share_within_group\": 4.256322542953876}, {\"nom_0\": \"Green\", \"ord_4\": \"U\", \"total_measure\": 8013.0, \"share_within_group\": 4.253568527945728}, {\"nom_0\": \"Green\", \"ord_4\": \"J\", \"total_measure\": 7995.0, \"share_within_group\": 4.244013525636602}, {\"nom_0\": \"Green\", \"ord_4\": \"P\", \"total_measure\": 7987.0, \"share_within_group\": 4.239766857943657}, {\"nom_0\": \"Red\", \"ord_4\": \"H\", \"total_measure\": 4761.0, \"share_within_group\": 4.19782041334556}, {\"nom_0\": \"Green\", \"ord_4\": \"H\", \"total_measure\": 7903.0, \"share_within_group\": 4.195176847167738}, {\"nom_0\": \"Green\", \"ord_4\": \"F\", \"total_measure\": 7545.0, \"share_within_group\": 4.005138467908463}, {\"nom_0\": \"Red\", \"ord_4\": \"F\", \"total_measure\": 4383.0, \"share_within_group\": 3.8645341045355153}, {\"nom_0\": \"Blue\", \"ord_4\": \"E\", \"total_measure\": 5434.0, \"share_within_group\": 3.8248481393106264}, {\"nom_0\": \"Red\", \"ord_4\": \"E\", \"total_measure\": 4323.0, \"share_within_group\": 3.8116315158355083}, {\"nom_0\": \"Blue\", \"ord_4\": \"F\", \"total_measure\": 5381.0, \"share_within_group\": 3.7875428482941627}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 538.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..557f6d16efa72024f7885e137c167e1c58825aa8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:33:26.162580+00:00", + "ended_at": "2026-05-04T08:33:42.875235+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_16adec4953a89393", + "problem_id": "v2p_c14_f01bc20533b1c70c", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_0, measure_col=ord_0.", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "item_col": "ord_4", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_16adec4953a89393.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_16adec4953a89393", + "api_calls": 0, + "input_tokens": 23962, + "cached_input_tokens": 19840, + "output_tokens": 361, + "total_tokens": 24323, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3871, + "estimated_output_tokens": 168, + "estimated_total_tokens": 4039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16081.42, + "sql_execution_elapsed_ms_total": 538.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_16adec4953a89393\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3e9374adb2587bf9e9884f66a1158ebccdcc992 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_16adec4953a89393/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:42.323786+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16081.42, "started_at": "2026-05-04T08:33:26.223340+00:00", "ended_at": "2026-05-04T08:33:42.304181+00:00", "prompt_metrics": {"chars": 12084, "bytes_utf8": 12084, "lines": 398, "estimated_tokens": 3871}, "response_metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": 168}, "usage": {"input_tokens": 23962, "cached_input_tokens": 19840, "output_tokens": 361}, "stderr_preview": "2026-05-04T08:33:26.431025Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:28.787488Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, group_col_2=ord_3.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_2", + "group_col_2": "ord_3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d64b194312f2ff2fdd10a956a4326fbe2222c9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-2e7e-7d13-9069-097194f39c33"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_2\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"ord_2\\\", \\\"ord_3\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_2\\\", group_col_2=\\\"ord_3\\\", and top_k=18 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23920,"cached_input_tokens":22912,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4baf3dd133887f8e82dcb590769c129039cc253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_2\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_2\", \"ord_3\"\nORDER BY support ASC, \"ord_2\", \"ord_3\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_2\", group_col_2=\"ord_3\", and top_k=18 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9857ec0f5ec232506286b91a0854bbe200fadefa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:55.959329Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:58.366949Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:06.746950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d68296e7d6d3ea48c1483caf92de20d6310e16dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, group_col_2=ord_3. +Result preview: [{"ord_2": "Hot", "ord_3": "m", "support": 18}, {"ord_2": "Warm", "ord_3": "m", "support": 23}, {"ord_2": "Cold", "ord_3": "m", "support": 29}, {"ord_2": "Boiling Hot", "ord_3": "m", "support": 67}, {"ord_2": "Lava Hot", "ord_3": "m", "support": 75}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88d683bb625fa69456d5b1cb67d4ef726c45578a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_17a83a80cae3be49 +-- problem_id: v2p_c14_9718a972b8a7c7a1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_2", "ord_3" +ORDER BY support ASC, "ord_2", "ord_3" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c69c721e05eb9e4f6aaef8bc3bd9158de4b28dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_2\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_2\", \"ord_3\"\nORDER BY support ASC, \"ord_2\", \"ord_3\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_2\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"ord_2\\\", \\\"ord_3\\\"\\nLIMIT 18;\", \"columns\": [\"ord_2\", \"ord_3\", \"support\"], \"rows\": [{\"ord_2\": \"Hot\", \"ord_3\": \"m\", \"support\": 18}, {\"ord_2\": \"Warm\", \"ord_3\": \"m\", \"support\": 23}, {\"ord_2\": \"Cold\", \"ord_3\": \"m\", \"support\": 29}, {\"ord_2\": \"Boiling Hot\", \"ord_3\": \"m\", \"support\": 67}, {\"ord_2\": \"Lava Hot\", \"ord_3\": \"m\", \"support\": 75}, {\"ord_2\": \"Freezing\", \"ord_3\": \"m\", \"support\": 116}, {\"ord_2\": \"Warm\", \"ord_3\": \"n\", \"support\": 288}, {\"ord_2\": \"Hot\", \"ord_3\": \"n\", \"support\": 320}, {\"ord_2\": \"Cold\", \"ord_3\": \"n\", \"support\": 448}, {\"ord_2\": \"Warm\", \"ord_3\": \"c\", \"support\": 469}, {\"ord_2\": \"Warm\", \"ord_3\": \"d\", \"support\": 481}, {\"ord_2\": \"Hot\", \"ord_3\": \"c\", \"support\": 510}, {\"ord_2\": \"Hot\", \"ord_3\": \"d\", \"support\": 581}, {\"ord_2\": \"Cold\", \"ord_3\": \"c\", \"support\": 742}, {\"ord_2\": \"Warm\", \"ord_3\": \"b\", \"support\": 744}, {\"ord_2\": \"Warm\", \"ord_3\": \"o\", \"support\": 744}, {\"ord_2\": \"Hot\", \"ord_3\": \"o\", \"support\": 812}, {\"ord_2\": \"Boiling Hot\", \"ord_3\": \"n\", \"support\": 817}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 453.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73b528478dea5c61a7486b9c373004130804a304 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:59:55.711808+00:00", + "ended_at": "2026-05-04T09:00:08.070376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_17a83a80cae3be49", + "problem_id": "v2p_c14_9718a972b8a7c7a1", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, group_col_2=ord_3.", + "bindings": { + "group_col": "ord_2", + "group_col_2": "ord_3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_17a83a80cae3be49.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_17a83a80cae3be49", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 167, + "total_tokens": 24087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11808.18, + "sql_execution_elapsed_ms_total": 453.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_17a83a80cae3be49\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23f82bedf074a876e167aa0c1c98ce478a1525d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_17a83a80cae3be49/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:07.608803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11808.18, "started_at": "2026-05-04T08:59:55.781455+00:00", "ended_at": "2026-05-04T09:00:07.589995+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3831}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23920, "cached_input_tokens": 22912, "output_tokens": 167}, "stderr_preview": "2026-05-04T08:59:55.959329Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:58.366949Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5a2f6742090f387287a7dcad2ff68671b7435c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-4635-7cc0-a168-6cc78910315c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Filled the required template roles with group_col=\\\"nom_1\\\", measure_col=\\\"day\\\", entity_col=\\\"nom_6\\\", and top_k=12. Cast \\\"day\\\" to REAL so AVG works reliably with the TEXT-backed SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":23424,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..330ce4855292db757c14c0eea4fdb7ddb522b2c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_1\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 12;","notes":"Filled the required template roles with group_col=\"nom_1\", measure_col=\"day\", entity_col=\"nom_6\", and top_k=12. Cast \"day\" to REAL so AVG works reliably with the TEXT-backed SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcaec8f816a4d39898c350b1312d28a5e41dca38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:42.753116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:45.105659Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:56.828329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84e10b1081f4845ca15c340d7dc5ddc1cf3be6cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=day. +Result preview: [{"nom_1": "Trapezoid", "support": 101181, "avg_measure": 3.02180251232939, "distinct_entities": 522}, {"nom_1": "Square", "support": 49597, "avg_measure": 2.996854648466641, "distinct_entities": 521}, {"nom_1": "Star", "support": 45904, "avg_measure": 2.994684559079819, "distinct_entities": 519}, {"nom_1": "Circle", "support": 37320, "avg_measure": 3.0035101822079313, "distinct_entities": 519}, {"nom_1": "Polygon", "support": 36143, "avg_measure": 3.003541487978308, "distinct_entities": 519}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11a6e9efec76cdeeb254f698e7a0662531f4c976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_184d2e24a9097c63 +-- problem_id: v2p_c14_b468b2bea8977530 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccf06f070c7ff72028c3bc91f077c615c9b769b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_1\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"nom_1\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_1\": \"Trapezoid\", \"support\": 101181, \"avg_measure\": 3.02180251232939, \"distinct_entities\": 522}, {\"nom_1\": \"Square\", \"support\": 49597, \"avg_measure\": 2.996854648466641, \"distinct_entities\": 521}, {\"nom_1\": \"Star\", \"support\": 45904, \"avg_measure\": 2.994684559079819, \"distinct_entities\": 519}, {\"nom_1\": \"Circle\", \"support\": 37320, \"avg_measure\": 3.0035101822079313, \"distinct_entities\": 519}, {\"nom_1\": \"Polygon\", \"support\": 36143, \"avg_measure\": 3.003541487978308, \"distinct_entities\": 519}, {\"nom_1\": \"Triangle\", \"support\": 29855, \"avg_measure\": 3.0093786635404456, \"distinct_entities\": 519}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 479.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efa6ba3ce5d2ecde6341cde89bb92a9bbbb138a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:20:42.474197+00:00", + "ended_at": "2026-05-04T08:20:58.361938+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_184d2e24a9097c63", + "problem_id": "v2p_c14_b468b2bea8977530", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_1, measure_col=day.", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_184d2e24a9097c63.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_184d2e24a9097c63", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 149, + "total_tokens": 24063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15314.24, + "sql_execution_elapsed_ms_total": 479.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_184d2e24a9097c63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3001c99312d2e8463b3655c0a3b884de8fd7767a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_184d2e24a9097c63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:57.875026+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15314.24, "started_at": "2026-05-04T08:20:42.540379+00:00", "ended_at": "2026-05-04T08:20:57.855096+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23914, "cached_input_tokens": 23424, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:20:42.753116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:45.105659Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9b3d41b1c183c214a952555b0d9e0b6473a178a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_18ed29e988bc7e7e\n-- problem_id: v2p_c14_38fa4386fea5ad2b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_18ed29e988bc7e7e\\n-- problem_id: v2p_c14_38fa4386fea5ad2b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 150722.69406272945}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 149331.43679559766}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 150413.19682119205}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 149490.49496111294}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 150205.29727654043}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 150975.2736577708}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 150819.55361273643}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 149114.45226714012}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 149455.3239179314}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 150307.54992967652}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 149575.98345471258}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 150632.60762540766}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 150354.8224939637}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 149504.20140900195}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 150953.78364592325}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 149609.51199112402}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 150562.90869680615}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 149379.03946939218}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 149380.64711425206}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 148784.16703750796}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 148852.579996758}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 148327.22532556547}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 151419.48842476096}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 150155.94713286712}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 150392.07479224377}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 147506.06289308175}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 301.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0692b1d6e2de93889d3f97194ddc44a2f1913338 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:24.328928+00:00", + "ended_at": "2026-05-04T09:00:24.637906+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_18ed29e988bc7e7e", + "problem_id": "v2p_c14_38fa4386fea5ad2b", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_18ed29e988bc7e7e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_18ed29e988bc7e7e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8116176efdb27b4e3e10e955d3365cfd80dcd877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3759}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23850, "cached_input_tokens": 22912, "output_tokens": 248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4f055091f878897f92c668daa6060b8daa53932c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_197dd2581ae12a85", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 248, + "total_tokens": 24098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3871, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14316.58, + "sql_execution_elapsed_ms_total": 956.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_197dd2581ae12a85\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..64ccad94c20eae29b94125ad074bfd126dce8213 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:57.545731+00:00", + "ended_at": "2026-05-04T08:41:11.862703+00:00", + "elapsed_ms": 14316.58, + "prompt_metrics": { + "chars": 11764, + "bytes_utf8": 11764, + "lines": 396, + "estimated_tokens": 3759 + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f7a7c1493fa68477898d5b3117e4eef197f19b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1e602f2142299cabe31643fd828cc4cbbb79421 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-d09e-7950-ae87-3aa55b148d25"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_0\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"bin_0\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"bin_0\\\" and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the schema, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":22912,"output_tokens":248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c3a9490f933b709406cdc6a671f50067be9faf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_0\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"bin_0\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the requested Window Partition Average template with group_col=\"bin_0\" and measure_col=\"day\". CAST was added because \"day\" is stored as TEXT in the schema, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4efae62f02a3da06803ace6249a996d7bfb0140f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:57.804972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:00.205734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:11.048330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5496d46e36ff03385390ada7be8b67539da2830 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=day. +Result preview: [{"bin_0": "1", "avg_measure": 3.0218033515463647}, {"bin_0": "0", "avg_measure": 3.0057727059129165}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeaac4849242d18b3f7f344c86d8421da83f7439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_197dd2581ae12a85 +-- problem_id: v2p_c14_eb0414ee3a6ff3df +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_0", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "bin_0") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3abc02cca86422010a98c0a7f93a9c29dfda2ff1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_0\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"bin_0\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_0\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"bin_0\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"bin_0\", \"avg_measure\"], \"rows\": [{\"bin_0\": \"1\", \"avg_measure\": 3.0218033515463647}, {\"bin_0\": \"0\", \"avg_measure\": 3.0057727059129165}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 956.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79db794c3a2d732a513dbfcfe8eb6c3b87e9ac58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:40:57.491147+00:00", + "ended_at": "2026-05-04T08:41:12.845586+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_197dd2581ae12a85", + "problem_id": "v2p_c14_eb0414ee3a6ff3df", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=day.", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_197dd2581ae12a85.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_197dd2581ae12a85", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 248, + "total_tokens": 24098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3871, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14316.58, + "sql_execution_elapsed_ms_total": 956.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_197dd2581ae12a85\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a98bd2e0a21f001ae2bfccb4edd7a07baf59d2ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_197dd2581ae12a85/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:11.880538+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14316.58, "started_at": "2026-05-04T08:40:57.545731+00:00", "ended_at": "2026-05-04T08:41:11.862703+00:00", "prompt_metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3759}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23850, "cached_input_tokens": 22912, "output_tokens": 248}, "stderr_preview": "2026-05-04T08:40:57.804972Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:00.205734Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_0.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bin_0", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..394b671442f407ee8e28ca240ed6043dca62c10a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-b2cc-7882-862b-6299749949fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 4.0\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"bin_0\\\" and predicate_col=\\\"day\\\". CAST to REAL is added because the schema snapshot shows \\\"day\\\" stored as TEXT while the bound predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23889,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..778652dc65f3f1b71bfec3b91f4bb66c98bda3fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"day\" AS REAL) >= 4.0\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"bin_0\" and predicate_col=\"day\". CAST to REAL is added because the schema snapshot shows \"day\" stored as TEXT while the bound predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db8fa8a7d8cafcc9eee41f08019602ff1a12305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:26.237100Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:28.510172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:36.192340Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb99583849235cf00dfe8b6fa5e17d71b6d3dd1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_0. +Result preview: [{"bin_0": "0", "support": 80393}, {"bin_0": "1", "support": 11791}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09c6033503b9edf9e269c3b782507f46c3adbfff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_1aab06a2a864bc83 +-- problem_id: v2p_c14_eb6c25b279802e16 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS support +FROM "c14" +WHERE CAST("day" AS REAL) >= 4.0 +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c55eccb77a71aa68275bfbeb58fb9142fc448358 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"day\" AS REAL) >= 4.0\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"day\\\" AS REAL) >= 4.0\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"bin_0\", \"support\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 80393}, {\"bin_0\": \"1\", \"support\": 11791}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 147.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be14127d3899f59188b2f0fab4396881d780abd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:12:25.979211+00:00", + "ended_at": "2026-05-04T08:12:37.428947+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1aab06a2a864bc83", + "problem_id": "v2p_c14_eb6c25b279802e16", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "predicate_col": "day", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_1aab06a2a864bc83.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1aab06a2a864bc83", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 24024, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11217.72, + "sql_execution_elapsed_ms_total": 147.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1aab06a2a864bc83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ab94bf94e9ca98be259420fd025e044d90f7f25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:37.277901+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11217.72, "started_at": "2026-05-04T08:12:26.042394+00:00", "ended_at": "2026-05-04T08:12:37.259328+00:00", "prompt_metrics": {"chars": 11870, "bytes_utf8": 11870, "lines": 398, "estimated_tokens": 3800}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23889, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:12:26.237100Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:28.510172Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"bin_0\\\" and predicate_col=\\\"day\\\". CAST to REAL is added because the schema snapshot shows \\\"day\\\" stored as TEXT while the bound predicate value is numeric.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57310c400fa3644a9cb9823931b2b50e494e7fb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1aab06a2a864bc83/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1aab06a2a864bc83", + "api_calls": 0, + "input_tokens": 23889, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 24024, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3800, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11217.72, + "sql_execution_elapsed_ms_total": 147.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1aab06a2a864bc83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..334d8e5c74fad0d2d437d89fa5e0ad6a80e5b577 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1001, "bytes_utf8": 1001, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 587}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..40a48c5997e47567fcf11a7ad984499a6ef6fef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1b5f124e6f1c9e0e", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 587, + "total_tokens": 24464, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 316, + "estimated_total_tokens": 4102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19209.26, + "sql_execution_elapsed_ms_total": 1342.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1b5f124e6f1c9e0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..535aa84a638de098860fccee76f7d5066f9c911d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:44:18.181893+00:00", + "ended_at": "2026-05-04T08:44:37.392742+00:00", + "elapsed_ms": 19209.26, + "prompt_metrics": { + "chars": 11858, + "bytes_utf8": 11858, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1448, + "bytes_utf8": 1448, + "lines": 4, + "estimated_tokens": 494 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1001, + "bytes_utf8": 1001, + "lines": 1, + "estimated_tokens": 316 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 587 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6973108ade295891170bc8fa650ecec66fb3ca0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..811751aa8d85ec094bcb7eff9dd76b7656ae4f9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-e024-72a0-8ce2-42361f804970"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" * 9) + 9) / 10 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_3\\\"\\nLIMIT 6;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile approximation for each \\\"nom_3\\\" group by selecting the row at ceil(0.9 * group_size) after ordering CAST(\\\"day\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":19840,"output_tokens":587}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08bbbfabff89d389aa0023251d1a3ef268321427 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" * 9) + 9) / 10 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"nom_3\"\nLIMIT 6;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile approximation for each \"nom_3\" group by selecting the row at ceil(0.9 * group_size) after ordering CAST(\"day\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d00c41e046815a68fa08c0d01ad6ce9187002b1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:18.410775Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:20.748355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:36.675050Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d17f35ae4a9a4e38441e5064c94de64d7eba53ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=day. +Result preview: [{"nom_3": "Canada", "percentile_measure": 7.0}, {"nom_3": "China", "percentile_measure": 7.0}, {"nom_3": "Costa Rica", "percentile_measure": 7.0}, {"nom_3": "Finland", "percentile_measure": 7.0}, {"nom_3": "India", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78b590477b4b753c91c87dde125e71816521a90d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_1b5f124e6f1c9e0e +-- problem_id: v2p_c14_e825170bd20bfd86 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "nom_3", + "day_value" AS "percentile_measure", + "rn", + "cnt", + (("cnt" * 9) + 9) / 10 AS "target_rn" + FROM "ranked" +) +SELECT + "nom_3", + "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "nom_3" +LIMIT 6; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e01b2d53aa071f799f47008cfbacd9197121d97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n \"rn\",\n \"cnt\",\n ((\"cnt\" * 9) + 9) / 10 AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"nom_3\"\nLIMIT 6;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" * 9) + 9) / 10 AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_3\\\"\\nLIMIT 6;\", \"columns\": [\"nom_3\", \"percentile_measure\"], \"rows\": [{\"nom_3\": \"Canada\", \"percentile_measure\": 7.0}, {\"nom_3\": \"China\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Costa Rica\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Finland\", \"percentile_measure\": 7.0}, {\"nom_3\": \"India\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Russia\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1342.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a32ed3066f2af21be97f10b7da00b340d3bf0704 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:44:18.120303+00:00", + "ended_at": "2026-05-04T08:44:38.760711+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1b5f124e6f1c9e0e", + "problem_id": "v2p_c14_e825170bd20bfd86", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=day.", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_1b5f124e6f1c9e0e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1b5f124e6f1c9e0e", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 587, + "total_tokens": 24464, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 316, + "estimated_total_tokens": 4102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19209.26, + "sql_execution_elapsed_ms_total": 1342.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1b5f124e6f1c9e0e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84d40e05ea485f28d736c6e8bd8fc55a6c4325c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1b5f124e6f1c9e0e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:37.406357+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19209.26, "started_at": "2026-05-04T08:44:18.181893+00:00", "ended_at": "2026-05-04T08:44:37.392742+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1001, "bytes_utf8": 1001, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 587}, "stderr_preview": "2026-05-04T08:44:18.410775Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:20.748355Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06ce1c55c4f68b1f77db63d9d63fc42ea4c6427c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-e3f0-7730-8209-40b37c8e782f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9 + 9) / 10)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \\\"ord_3\\\" group with CAST(\\\"month\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":555}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d77b589be98b2e43a7c85aa0976f5df0230efe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS REAL) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"ord_3\",\n \"month_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = ((\"cnt\" * 9 + 9) / 10)\n)\nSELECT\n \"ord_3\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per \"ord_3\" group with CAST(\"month\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aee4c491a9bd52c7c6191755d358e1ba515459c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:35.989350Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:38.467726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:53.400207Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f7145f0f02cecfd35aecfaa712ad649d317e13a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=month. +Result preview: [{"ord_3": "a", "percentile_measure": 11.0}, {"ord_3": "b", "percentile_measure": 11.0}, {"ord_3": "c", "percentile_measure": 11.0}, {"ord_3": "d", "percentile_measure": 11.0}, {"ord_3": "e", "percentile_measure": 11.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f0857ac975703a7f05d05a20112e89e7b929e3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_1c3c52c46f4b2ed9 +-- problem_id: v2p_c14_005249be712fc8e3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS REAL) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "ord_3" IS NOT NULL + AND "month" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "ord_3", + "month_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = (("cnt" * 9 + 9) / 10) +) +SELECT + "ord_3", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c68ecdf2bfa5df418ab9087187aaeaa935b0c101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS REAL) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"ord_3\",\n \"month_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = ((\"cnt\" * 9 + 9) / 10)\n)\nSELECT\n \"ord_3\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = ((\\\"cnt\\\" * 9 + 9) / 10)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_3\", \"percentile_measure\"], \"rows\": [{\"ord_3\": \"a\", \"percentile_measure\": 11.0}, {\"ord_3\": \"b\", \"percentile_measure\": 11.0}, {\"ord_3\": \"c\", \"percentile_measure\": 11.0}, {\"ord_3\": \"d\", \"percentile_measure\": 11.0}, {\"ord_3\": \"e\", \"percentile_measure\": 11.0}, {\"ord_3\": \"f\", \"percentile_measure\": 11.0}, {\"ord_3\": \"g\", \"percentile_measure\": 11.0}, {\"ord_3\": \"h\", \"percentile_measure\": 11.0}, {\"ord_3\": \"i\", \"percentile_measure\": 11.0}, {\"ord_3\": \"j\", \"percentile_measure\": 11.0}, {\"ord_3\": \"k\", \"percentile_measure\": 11.0}, {\"ord_3\": \"l\", \"percentile_measure\": 11.0}, {\"ord_3\": \"m\", \"percentile_measure\": 11.0}, {\"ord_3\": \"n\", \"percentile_measure\": 11.0}, {\"ord_3\": \"o\", \"percentile_measure\": 11.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1251.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ad2cc66cfec2e464a1dc1c52056b71aa2d977166 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:47:35.705720+00:00", + "ended_at": "2026-05-04T08:47:55.515627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1c3c52c46f4b2ed9", + "problem_id": "v2p_c14_005249be712fc8e3", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=month.", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_1c3c52c46f4b2ed9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1c3c52c46f4b2ed9", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 555, + "total_tokens": 24432, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 267, + "estimated_total_tokens": 4053, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18476.15, + "sql_execution_elapsed_ms_total": 1251.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1c3c52c46f4b2ed9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3364dbc5baa1eec916f6aa0d8549c5a6d156f11c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c3c52c46f4b2ed9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:54.254146+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18476.15, "started_at": "2026-05-04T08:47:35.760189+00:00", "ended_at": "2026-05-04T08:47:54.236156+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 855, "bytes_utf8": 855, "lines": 1, "estimated_tokens": 267}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 555}, "stderr_preview": "2026-05-04T08:47:35.989350Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:38.467726Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..caf86f938bd3c42aa7da04c80700fb0d202fe194 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-3690-7690-983b-4fb10431d4da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_0\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 3.64\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_0\\\" and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e0949de500b8049be9a58715ed3df80f42fab48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_0\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 3.64\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"bin_0\" and measure_col=\"day\". CAST was added because \"day\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bfb323f6e3b7e42d463dd96f51acefe9587df80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:41.419039Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:43.816446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:54.596661Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60cc8271b7202bd305b1707fb3883b32ded50094 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=day. +Result preview: [{"bin_0": "0", "total_measure": 786758.0}, {"bin_0": "1", "total_measure": 115587.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3f8e5b53f77b3a6300d643ef4df986f4734b5f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_1c87f60c760e0ff8 +-- problem_id: v2p_c14_4dd259607d5ec920 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", SUM(CAST("day" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_0" +HAVING SUM(CAST("day" AS REAL)) > 3.64 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95e0187440e93aa21f284b51573e5519a3a49fa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_0\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 3.64\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_0\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 3.64\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"bin_0\", \"total_measure\"], \"rows\": [{\"bin_0\": \"0\", \"total_measure\": 786758.0}, {\"bin_0\": \"1\", \"total_measure\": 115587.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 214.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eef703f42a9c32a49ee36c08e20fac9681d42836 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:56:41.150649+00:00", + "ended_at": "2026-05-04T08:56:55.461980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1c87f60c760e0ff8", + "problem_id": "v2p_c14_4dd259607d5ec920", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=day.", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_1c87f60c760e0ff8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1c87f60c760e0ff8", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 194, + "total_tokens": 24076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14013.24, + "sql_execution_elapsed_ms_total": 214.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1c87f60c760e0ff8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70053a5569d239553557ca1f348a9f8ebc3a6cc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:55.239745+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14013.24, "started_at": "2026-05-04T08:56:41.205816+00:00", "ended_at": "2026-05-04T08:56:55.216841+00:00", "prompt_metrics": {"chars": 11850, "bytes_utf8": 11850, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 194}, "stderr_preview": "2026-05-04T08:56:41.419039Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:43.816446Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.64\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_0\\\" and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the SQLite schema.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..025192be13626b42cdf7833eabf4de71b1376cbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1c87f60c760e0ff8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1c87f60c760e0ff8", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 194, + "total_tokens": 24076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14013.24, + "sql_execution_elapsed_ms_total": 214.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1c87f60c760e0ff8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad80f45dd05655628a6cf49c629c38dbf5046d0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_1d7d51732130c8dd +-- problem_id: v2p_c14_579df44382bdb66c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07f2725f74be564e9b37112aaafe586cfd715f78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_1d7d51732130c8dd\n-- problem_id: v2p_c14_579df44382bdb66c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_1d7d51732130c8dd\\n-- problem_id: v2p_c14_579df44382bdb66c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 330.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8bf59a9d22a61dbb23f772fcbe2f581d069d4af3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:16.875966+00:00", + "ended_at": "2026-05-04T09:00:17.210964+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1d7d51732130c8dd", + "problem_id": "v2p_c14_579df44382bdb66c", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_1d7d51732130c8dd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1d7d51732130c8dd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83e2880026502e22823b1f95f25a267b76a13b46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3760}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d2083acab6e14df3024366131afb011828032fba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1fafb10986ac0b77", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 152, + "total_tokens": 24003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 87, + "estimated_total_tokens": 3847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12804.98, + "sql_execution_elapsed_ms_total": 903.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1fafb10986ac0b77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4f5bc2389b9915ddd4b13705375b866fdf1cfcd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:38:50.937230+00:00", + "ended_at": "2026-05-04T08:39:03.741794+00:00", + "elapsed_ms": 12804.98, + "prompt_metrics": { + "chars": 11764, + "bytes_utf8": 11764, + "lines": 396, + "estimated_tokens": 3760 + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": 190 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 332, + "bytes_utf8": 332, + "lines": 1, + "estimated_tokens": 87 + }, + "usage": { + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..025ef89b4305c1c51494a19ccdbae7b51581046d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ord_4, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a305e95b3d98cc146b0bb3c98458e54b692f6f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-e1c5-7040-aff5-e79bab338265"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_4\\\",\\n AVG(\\\"day\\\") OVER (PARTITION BY \\\"ord_4\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"ord_4\\\" and measure_col=\\\"day\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23851,"cached_input_tokens":22912,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..735ed3f4a0414b2f2e26b368ba71a36527c0176e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_4\",\n AVG(\"day\") OVER (PARTITION BY \"ord_4\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"ord_4\" and measure_col=\"day\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17c10400140516ad732a0bc189c6cab2eb432179 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:51.132035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:53.548043Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:02.780872Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd17d5b7f6580dc6de8fa23d36babd638078d16f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ord_4, measure_col=day. +Result preview: [{"ord_4": "Z", "avg_measure": 3.034921304103429}, {"ord_4": "I", "avg_measure": 3.024720021851953}, {"ord_4": "B", "avg_measure": 3.0209110066461338}, {"ord_4": "G", "avg_measure": 3.018625324091222}, {"ord_4": "K", "avg_measure": 3.018097700367397}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..293d02cf01f688c371b8ff8b7ce5853cf553899b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_1fafb10986ac0b77 +-- problem_id: v2p_c14_2e1f44ab398e0204 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_4", + AVG("day") OVER (PARTITION BY "ord_4") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..392314a639fada1335119bf14d21b37cc156e2b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_4\",\n AVG(\"day\") OVER (PARTITION BY \"ord_4\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_4\\\",\\n AVG(\\\"day\\\") OVER (PARTITION BY \\\"ord_4\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_4\", \"avg_measure\"], \"rows\": [{\"ord_4\": \"Z\", \"avg_measure\": 3.034921304103429}, {\"ord_4\": \"I\", \"avg_measure\": 3.024720021851953}, {\"ord_4\": \"B\", \"avg_measure\": 3.0209110066461338}, {\"ord_4\": \"G\", \"avg_measure\": 3.018625324091222}, {\"ord_4\": \"K\", \"avg_measure\": 3.018097700367397}, {\"ord_4\": \"L\", \"avg_measure\": 3.0147382775621527}, {\"ord_4\": \"E\", \"avg_measure\": 3.014244006016102}, {\"ord_4\": \"V\", \"avg_measure\": 3.0139291522307854}, {\"ord_4\": \"X\", \"avg_measure\": 3.013350286077559}, {\"ord_4\": \"S\", \"avg_measure\": 3.013139072847682}, {\"ord_4\": \"W\", \"avg_measure\": 3.012069152984669}, {\"ord_4\": \"P\", \"avg_measure\": 3.0105148376041746}, {\"ord_4\": \"U\", \"avg_measure\": 3.0087671232876714}, {\"ord_4\": \"A\", \"avg_measure\": 3.007120166502355}, {\"ord_4\": \"J\", \"avg_measure\": 3.006911011026557}, {\"ord_4\": \"Q\", \"avg_measure\": 3.0055886970172683}, {\"ord_4\": \"H\", \"avg_measure\": 3.004002197284784}, {\"ord_4\": \"R\", \"avg_measure\": 3.0031310923376853}, {\"ord_4\": \"T\", \"avg_measure\": 3.0025316455696203}, {\"ord_4\": \"O\", \"avg_measure\": 2.990918437285812}, {\"ord_4\": \"Y\", \"avg_measure\": 2.9808009422850414}, {\"ord_4\": \"D\", \"avg_measure\": 2.970558631102164}, {\"ord_4\": \"F\", \"avg_measure\": 2.966458991209354}, {\"ord_4\": \"C\", \"avg_measure\": 2.9563636363636365}, {\"ord_4\": \"N\", \"avg_measure\": 2.94275161588181}, {\"ord_4\": \"M\", \"avg_measure\": 2.79874213836478}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 903.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccea814b991b76eebfe6d2f3061a8588ff7e7f1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:38:50.877981+00:00", + "ended_at": "2026-05-04T08:39:04.672980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_1fafb10986ac0b77", + "problem_id": "v2p_c14_2e1f44ab398e0204", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ord_4, measure_col=day.", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_1fafb10986ac0b77.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_1fafb10986ac0b77", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 152, + "total_tokens": 24003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 87, + "estimated_total_tokens": 3847, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12804.98, + "sql_execution_elapsed_ms_total": 903.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_1fafb10986ac0b77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34e4b14a3534cfd94d152ba16ed3a5446723db11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_1fafb10986ac0b77/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:03.759941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12804.98, "started_at": "2026-05-04T08:38:50.937230+00:00", "ended_at": "2026-05-04T08:39:03.741794+00:00", "prompt_metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3760}, "response_metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": 87}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 152}, "stderr_preview": "2026-05-04T08:38:51.132035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:53.548043Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_2, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f32da306acb41a1300766de1102324aa945fa7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-910a-7072-8fb4-a97fc5744251"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_3\\\", group_col_2=\\\"nom_2\\\", and target_col=\\\"target\\\"; target_value treated as text literal '1' per schema samples.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":218}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a91b29cd132d2a2fb4a90b3af4d275ba7c0ae248 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_2\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"bin_3\", group_col_2=\"nom_2\", and target_col=\"target\"; target_value treated as text literal '1' per schema samples."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da99916ccfa957fdfcf6068083204b8292be73c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:18.550821Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:21.031501Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:30.285527Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..681d037e22c367a85f3fad3052371de8b2a7ea8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_2, target_col=target. +Result preview: [{"bin_3": "T", "nom_2": "Hamster", "target_rate": 0.36103398122438185}, {"bin_3": "F", "nom_2": "Hamster", "target_rate": 0.3572870969988162}, {"bin_3": "F", "nom_2": "Cat", "target_rate": 0.33818422358194145}, {"bin_3": "T", "nom_2": "Cat", "target_rate": 0.33269208119037336}, {"bin_3": "F", "nom_2": "Axolotl", "target_rate": 0.32360622232315206}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09f4d116307e707e19201b1b885134eebbc55c22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_20cb15642a3a032d +-- problem_id: v2p_c14_01a61266e8af5b39 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8eb36bc0fdd373187d36402aa6f9ed18df17282e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_2\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_2\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"nom_2\": \"Hamster\", \"target_rate\": 0.36103398122438185}, {\"bin_3\": \"F\", \"nom_2\": \"Hamster\", \"target_rate\": 0.3572870969988162}, {\"bin_3\": \"F\", \"nom_2\": \"Cat\", \"target_rate\": 0.33818422358194145}, {\"bin_3\": \"T\", \"nom_2\": \"Cat\", \"target_rate\": 0.33269208119037336}, {\"bin_3\": \"F\", \"nom_2\": \"Axolotl\", \"target_rate\": 0.32360622232315206}, {\"bin_3\": \"T\", \"nom_2\": \"Axolotl\", \"target_rate\": 0.3146528452650902}, {\"bin_3\": \"F\", \"nom_2\": \"Snake\", \"target_rate\": 0.31326937398694527}, {\"bin_3\": \"T\", \"nom_2\": \"Snake\", \"target_rate\": 0.30114029025570144}, {\"bin_3\": \"F\", \"nom_2\": \"Lion\", \"target_rate\": 0.2966536270952835}, {\"bin_3\": \"T\", \"nom_2\": \"Lion\", \"target_rate\": 0.28969552330728665}, {\"bin_3\": \"F\", \"nom_2\": \"Dog\", \"target_rate\": 0.24898004190098136}, {\"bin_3\": \"T\", \"nom_2\": \"Dog\", \"target_rate\": 0.24153113021858488}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 478.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cdd4e348304dc0fd63ab2eb4c78a8eb84f856f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:24:17.799088+00:00", + "ended_at": "2026-05-04T08:24:31.573161+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_20cb15642a3a032d", + "problem_id": "v2p_c14_01a61266e8af5b39", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_2, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_20cb15642a3a032d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_20cb15642a3a032d", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 218, + "total_tokens": 24162, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13165.87, + "sql_execution_elapsed_ms_total": 478.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_20cb15642a3a032d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..642a8475641cb4c87246c9a2765dc3db142f22db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_20cb15642a3a032d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:31.084310+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13165.87, "started_at": "2026-05-04T08:24:17.898584+00:00", "ended_at": "2026-05-04T08:24:31.065560+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 218}, "stderr_preview": "2026-05-04T08:24:18.550821Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:21.031501Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_4.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afa8622098274e2ea27302e8b042eef5f322b77a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-fd61-7bc2-811a-ea5b6e703390"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_4\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_4\\\"\\nLIMIT 19;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_1\\\", group_col_2=\\\"ord_4\\\", and top_k=19 on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23920,"cached_input_tokens":22912,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..372f5ce444c33991eb33ac9f1b54f780443b71f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_4\"\nORDER BY support ASC, \"ord_1\", \"ord_4\"\nLIMIT 19;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_1\", group_col_2=\"ord_4\", and top_k=19 on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..057df0928c95a5f8761bdd3abcf3e5fcd57464a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:37.871096Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:40.446639Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:50.138992Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..efe6297f183324c15ff9c448425432b303fe7444 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_4. +Result preview: [{"ord_1": "Master", "ord_4": "M", "support": 12}, {"ord_1": "Contributor", "ord_4": "M", "support": 16}, {"ord_1": "Expert", "ord_4": "M", "support": 18}, {"ord_1": "Grandmaster", "ord_4": "M", "support": 47}, {"ord_1": "Novice", "ord_4": "M", "support": 66}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df473d2a661ebe8a1691d85dc92d739b8d0fdd24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_2227ab8f05d4c860 +-- problem_id: v2p_c14_d8f9bc1476db0af5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_4" +ORDER BY support ASC, "ord_1", "ord_4" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0737d197e3925dcd9eaab9be58d635ad0120a712 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_4\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_4\"\nORDER BY support ASC, \"ord_1\", \"ord_4\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_4\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_4\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_4\\\"\\nLIMIT 19;\", \"columns\": [\"ord_1\", \"ord_4\", \"support\"], \"rows\": [{\"ord_1\": \"Master\", \"ord_4\": \"M\", \"support\": 12}, {\"ord_1\": \"Contributor\", \"ord_4\": \"M\", \"support\": 16}, {\"ord_1\": \"Expert\", \"ord_4\": \"M\", \"support\": 18}, {\"ord_1\": \"Grandmaster\", \"ord_4\": \"M\", \"support\": 47}, {\"ord_1\": \"Novice\", \"ord_4\": \"M\", \"support\": 66}, {\"ord_1\": \"Expert\", \"ord_4\": \"N\", \"support\": 185}, {\"ord_1\": \"Master\", \"ord_4\": \"N\", \"support\": 195}, {\"ord_1\": \"Expert\", \"ord_4\": \"C\", \"support\": 270}, {\"ord_1\": \"Contributor\", \"ord_4\": \"N\", \"support\": 319}, {\"ord_1\": \"Master\", \"ord_4\": \"C\", \"support\": 322}, {\"ord_1\": \"Expert\", \"ord_4\": \"D\", \"support\": 338}, {\"ord_1\": \"Master\", \"ord_4\": \"D\", \"support\": 394}, {\"ord_1\": \"Expert\", \"ord_4\": \"O\", \"support\": 456}, {\"ord_1\": \"Expert\", \"ord_4\": \"B\", \"support\": 502}, {\"ord_1\": \"Expert\", \"ord_4\": \"X\", \"support\": 511}, {\"ord_1\": \"Grandmaster\", \"ord_4\": \"N\", \"support\": 520}, {\"ord_1\": \"Contributor\", \"ord_4\": \"C\", \"support\": 527}, {\"ord_1\": \"Master\", \"ord_4\": \"O\", \"support\": 568}, {\"ord_1\": \"Contributor\", \"ord_4\": \"D\", \"support\": 578}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 484.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b09eaca8253a472920c1c855163cf0fa43aeded4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:58:37.580118+00:00", + "ended_at": "2026-05-04T08:58:51.710684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2227ab8f05d4c860", + "problem_id": "v2p_c14_d8f9bc1476db0af5", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_4.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_4", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_2227ab8f05d4c860.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2227ab8f05d4c860", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 147, + "total_tokens": 24067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3954, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13557.31, + "sql_execution_elapsed_ms_total": 484.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_2227ab8f05d4c860\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..865d6e8248e3feac5dfcba75521b7cba53aeeac4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2227ab8f05d4c860/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:51.216325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13557.31, "started_at": "2026-05-04T08:58:37.639872+00:00", "ended_at": "2026-05-04T08:58:51.196379+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3831}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23920, "cached_input_tokens": 22912, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:58:37.871096Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:40.446639Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_4, condition_col=nom_3.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_4", + "condition_col": "nom_3", + "condition_value": "China", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79db3b218afd600ad88ebbd75232a470793d00d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-44a1-7ea1-adad-847bb641518a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"nom_3\\\" = 'China' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"ord_4\\\" and condition_col bound to \\\"nom_3\\\", using condition_value 'China'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23907,"cached_input_tokens":19840,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83c1f2c4b65a20f3efd9abcf4de869c77785ede7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"nom_3\" = 'China' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"ord_4\" and condition_col bound to \"nom_3\", using condition_value 'China'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e95cce33350b0ef47ee3edde620d6a5a0a8c64e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:32.179537Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:34.674859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:42.078051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..598a137d4f07a0c9eec6ec0888ff9f0af51430ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_4, condition_col=nom_3. +Result preview: [{"ord_4": "J", "condition_rate": 0.15872029818294767}, {"ord_4": "S", "condition_rate": 0.15846357615894038}, {"ord_4": "O", "condition_rate": 0.15815627141878}, {"ord_4": "H", "condition_rate": 0.1574982343247273}, {"ord_4": "D", "condition_rate": 0.15676899849018622}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f85e3344717086abe90db84067d5845178b7c88f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_23c0930f5c123a60 +-- problem_id: v2p_c14_47aa46cddcec50b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "nom_3" = 'China' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a98187533497c29a31e69e3b8cbf7f5207c54edb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"nom_3\" = 'China' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"nom_3\\\" = 'China' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_4\", \"condition_rate\"], \"rows\": [{\"ord_4\": \"J\", \"condition_rate\": 0.15872029818294767}, {\"ord_4\": \"S\", \"condition_rate\": 0.15846357615894038}, {\"ord_4\": \"O\", \"condition_rate\": 0.15815627141878}, {\"ord_4\": \"H\", \"condition_rate\": 0.1574982343247273}, {\"ord_4\": \"D\", \"condition_rate\": 0.15676899849018622}, {\"ord_4\": \"Z\", \"condition_rate\": 0.1554946599213041}, {\"ord_4\": \"W\", \"condition_rate\": 0.15494182885723606}, {\"ord_4\": \"N\", \"condition_rate\": 0.15466297322253}, {\"ord_4\": \"T\", \"condition_rate\": 0.15457102672292547}, {\"ord_4\": \"E\", \"condition_rate\": 0.1545607360877643}, {\"ord_4\": \"V\", \"condition_rate\": 0.1542105635296613}, {\"ord_4\": \"R\", \"condition_rate\": 0.1540733738996869}, {\"ord_4\": \"Y\", \"condition_rate\": 0.15382803297997644}, {\"ord_4\": \"L\", \"condition_rate\": 0.15351935382356027}, {\"ord_4\": \"U\", \"condition_rate\": 0.1533463796477495}, {\"ord_4\": \"B\", \"condition_rate\": 0.15318528124493436}, {\"ord_4\": \"X\", \"condition_rate\": 0.15289256198347106}, {\"ord_4\": \"K\", \"condition_rate\": 0.15267383317458158}, {\"ord_4\": \"F\", \"condition_rate\": 0.15191601945890587}, {\"ord_4\": \"P\", \"condition_rate\": 0.15180309992990107}, {\"ord_4\": \"G\", \"condition_rate\": 0.1510132811259855}, {\"ord_4\": \"A\", \"condition_rate\": 0.15072844780370248}, {\"ord_4\": \"Q\", \"condition_rate\": 0.14913657770800628}, {\"ord_4\": \"C\", \"condition_rate\": 0.14741258741258742}, {\"ord_4\": \"I\", \"condition_rate\": 0.14668123463534555}, {\"ord_4\": \"M\", \"condition_rate\": 0.1320754716981132}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 325.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36d8ffc00b0d89c0fad70a55b45aaaa3fbc9aaa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:30:31.908624+00:00", + "ended_at": "2026-05-04T08:30:43.490386+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_23c0930f5c123a60", + "problem_id": "v2p_c14_47aa46cddcec50b9", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_4, condition_col=nom_3.", + "bindings": { + "group_col": "ord_4", + "condition_col": "nom_3", + "condition_value": "China", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_23c0930f5c123a60.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_23c0930f5c123a60", + "api_calls": 0, + "input_tokens": 23907, + "cached_input_tokens": 19840, + "output_tokens": 122, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3816, + "estimated_output_tokens": 106, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11166.09, + "sql_execution_elapsed_ms_total": 325.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_23c0930f5c123a60\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..812dee81853feb421d70c25fd9912f3da82f86ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_23c0930f5c123a60/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:43.157477+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11166.09, "started_at": "2026-05-04T08:30:31.972173+00:00", "ended_at": "2026-05-04T08:30:43.138433+00:00", "prompt_metrics": {"chars": 11951, "bytes_utf8": 11951, "lines": 399, "estimated_tokens": 3816}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 23907, "cached_input_tokens": 19840, "output_tokens": 122}, "stderr_preview": "2026-05-04T08:30:32.179537Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:34.674859Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cafb607b820a8d7f26c5055ea3ee4ca583f528dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-df83-73f1-9a67-4c5fe865e834"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_4\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS NUMERIC))) OVER (PARTITION BY \\\"nom_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"nom_4\\\", item_col=\\\"nom_6\\\", and measure_col=\\\"ord_0\\\". CAST to NUMERIC was added because \\\"ord_0\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23962,"cached_input_tokens":23424,"output_tokens":233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7482b8c8f7fa4af0e767677e3f6c8cb6458a45ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_4\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"ord_0\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS NUMERIC))) OVER (PARTITION BY \"nom_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_4\", \"nom_6\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"nom_4\", item_col=\"nom_6\", and measure_col=\"ord_0\". CAST to NUMERIC was added because \"ord_0\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..862652019181ed60f36fa357a28755509a8affd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:33.941237Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:36.486466Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:46.403187Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd6be680e95d44022179189457e90928b86f969f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=ord_0. +Result preview: [{"nom_4": "Theremin", "nom_6": "d173ac7ca", "total_measure": 363, "share_within_group": 0.44886855447013724}, {"nom_4": "Theremin", "nom_6": "50e49ea04", "total_measure": 357, "share_within_group": 0.44144923952021764}, {"nom_4": "Piano", "nom_6": "2ed5a94b0", "total_measure": 541, "share_within_group": 0.4334345481785334}, {"nom_4": "Theremin", "nom_6": "50d7ad46a", "total_measure": 350, "share_within_group": 0.4327933720786447}, {"nom_4": "Bassoon", "nom_6": "d173ac7ca", "total_measure": 439, "share_within_group": 0.43225253788363643}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47789afdcec318a42883615bf2ab9562d4a53bea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_292e1a68e5906598 +-- problem_id: v2p_c14_3c7a03e5e5a08d8e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", "nom_6", + SUM(CAST("ord_0" AS NUMERIC)) AS total_measure, + SUM(CAST("ord_0" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("ord_0" AS NUMERIC))) OVER (PARTITION BY "nom_4") AS share_within_group +FROM "c14" +GROUP BY "nom_4", "nom_6" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b09b187d74b8e6970b00a522bef5d6e7a2e8af41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_4\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"ord_0\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS NUMERIC))) OVER (PARTITION BY \"nom_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_4\", \"nom_6\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_4\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS NUMERIC))) OVER (PARTITION BY \\\"nom_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"nom_4\", \"nom_6\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_4\": \"Theremin\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 363, \"share_within_group\": 0.44886855447013724}, {\"nom_4\": \"Theremin\", \"nom_6\": \"50e49ea04\", \"total_measure\": 357, \"share_within_group\": 0.44144923952021764}, {\"nom_4\": \"Piano\", \"nom_6\": \"2ed5a94b0\", \"total_measure\": 541, \"share_within_group\": 0.4334345481785334}, {\"nom_4\": \"Theremin\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 350, \"share_within_group\": 0.4327933720786447}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 439, \"share_within_group\": 0.43225253788363643}, {\"nom_4\": \"Theremin\", \"nom_6\": \"d4d727716\", \"total_measure\": 349, \"share_within_group\": 0.4315568195869915}, {\"nom_4\": \"Theremin\", \"nom_6\": \"f14fe8bc5\", \"total_measure\": 345, \"share_within_group\": 0.4266106096203784}, {\"nom_4\": \"Theremin\", \"nom_6\": \"f497b97d7\", \"total_measure\": 344, \"share_within_group\": 0.4253740571287251}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"3b9693870\", \"total_measure\": 428, \"share_within_group\": 0.42142160868837447}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"f497b97d7\", \"total_measure\": 426, \"share_within_group\": 0.41945234883469046}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"3ac1b8814\", \"total_measure\": 422, \"share_within_group\": 0.4155138291273225}, {\"nom_4\": \"Piano\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 517, \"share_within_group\": 0.41420639816691635}, {\"nom_4\": \"Theremin\", \"nom_6\": \"642fcc7be\", \"total_measure\": 332, \"share_within_group\": 0.41053542722888586}, {\"nom_4\": \"Theremin\", \"nom_6\": \"a406a5f12\", \"total_measure\": 330, \"share_within_group\": 0.4080623222455793}, {\"nom_4\": \"Oboe\", \"nom_6\": \"20636817e\", \"total_measure\": 556, \"share_within_group\": 0.40696227547539926}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"73dd803d0\", \"total_measure\": 413, \"share_within_group\": 0.40665215978574454}, {\"nom_4\": \"Oboe\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 555, \"share_within_group\": 0.40623032893677447}, {\"nom_4\": \"Theremin\", \"nom_6\": \"f134870d4\", \"total_measure\": 328, \"share_within_group\": 0.40558921726227276}, {\"nom_4\": \"Piano\", \"nom_6\": \"20636817e\", \"total_measure\": 506, \"share_within_group\": 0.4053934960782586}, {\"nom_4\": \"Theremin\", \"nom_6\": \"9448b8e3b\", \"total_measure\": 327, \"share_within_group\": 0.4043526647706195}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"d4d727716\", \"total_measure\": 410, \"share_within_group\": 0.4036982700052185}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"c9eedfbc2\", \"total_measure\": 409, \"share_within_group\": 0.40271364007837657}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"9e0a099c7\", \"total_measure\": 407, \"share_within_group\": 0.40074438022469255}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"f134870d4\", \"total_measure\": 407, \"share_within_group\": 0.40074438022469255}, {\"nom_4\": \"Theremin\", \"nom_6\": \"acf5b10dd\", \"total_measure\": 324, \"share_within_group\": 0.4006430072956597}, {\"nom_4\": \"Oboe\", \"nom_6\": \"0922e3cb8\", \"total_measure\": 547, \"share_within_group\": 0.4003747566277759}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"df184daf2\", \"total_measure\": 406, \"share_within_group\": 0.39975975029785055}, {\"nom_4\": \"Oboe\", \"nom_6\": \"2ed5a94b0\", \"total_measure\": 546, \"share_within_group\": 0.3996428100891511}, {\"nom_4\": \"Oboe\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 544, \"share_within_group\": 0.39817891701190145}, {\"nom_4\": \"Theremin\", \"nom_6\": \"c9eedfbc2\", \"total_measure\": 321, \"share_within_group\": 0.3969333498206999}, {\"nom_4\": \"Piano\", \"nom_6\": \"705cb7579\", \"total_measure\": 495, \"share_within_group\": 0.39658059398960077}, {\"nom_4\": \"Theremin\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 320, \"share_within_group\": 0.3956967973290466}, {\"nom_4\": \"Oboe\", \"nom_6\": \"cefab1020\", \"total_measure\": 540, \"share_within_group\": 0.39525113085740216}, {\"nom_4\": \"Theremin\", \"nom_6\": \"6046454de\", \"total_measure\": 319, \"share_within_group\": 0.39446024483739334}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"1869e63b0\", \"total_measure\": 400, \"share_within_group\": 0.39385197073679856}, {\"nom_4\": \"Oboe\", \"nom_6\": \"bc31d6a6d\", \"total_measure\": 538, \"share_within_group\": 0.3937872377801525}, {\"nom_4\": \"Oboe\", \"nom_6\": \"e16557b2b\", \"total_measure\": 538, \"share_within_group\": 0.3937872377801525}, {\"nom_4\": \"Theremin\", \"nom_6\": \"788ba7aea\", \"total_measure\": 318, \"share_within_group\": 0.39322369234574006}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 399, \"share_within_group\": 0.39286734080995656}, {\"nom_4\": \"Theremin\", \"nom_6\": \"71c68195d\", \"total_measure\": 317, \"share_within_group\": 0.3919871398540868}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"0922e3cb8\", \"total_measure\": 398, \"share_within_group\": 0.3918827108831146}, {\"nom_4\": \"Piano\", \"nom_6\": \"4f849ad2d\", \"total_measure\": 487, \"share_within_group\": 0.39017121065239513}, {\"nom_4\": \"Piano\", \"nom_6\": \"a406a5f12\", \"total_measure\": 487, \"share_within_group\": 0.39017121065239513}, {\"nom_4\": \"Oboe\", \"nom_6\": \"cd8e3a0a7\", \"total_measure\": 533, \"share_within_group\": 0.3901275050870284}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 396, \"share_within_group\": 0.3899134510294306}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"71c68195d\", \"total_measure\": 396, \"share_within_group\": 0.3899134510294306}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"cefab1020\", \"total_measure\": 396, \"share_within_group\": 0.3899134510294306}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"017eb57f0\", \"total_measure\": 395, \"share_within_group\": 0.3889288211025886}, {\"nom_4\": \"Theremin\", \"nom_6\": \"f461f837c\", \"total_measure\": 314, \"share_within_group\": 0.388277482379127}, {\"nom_4\": \"Oboe\", \"nom_6\": \"c9eedfbc2\", \"total_measure\": 530, \"share_within_group\": 0.387931665471154}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 563.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ad2297f4670f5815eb262b56f94a7225c809d21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:35:33.707174+00:00", + "ended_at": "2026-05-04T08:35:47.853875+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_292e1a68e5906598", + "problem_id": "v2p_c14_3c7a03e5e5a08d8e", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=ord_0.", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_292e1a68e5906598.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_292e1a68e5906598", + "api_calls": 0, + "input_tokens": 23962, + "cached_input_tokens": 23424, + "output_tokens": 233, + "total_tokens": 24195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3871, + "estimated_output_tokens": 181, + "estimated_total_tokens": 4052, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13495.47, + "sql_execution_elapsed_ms_total": 563.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_292e1a68e5906598\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..079d2a5449f2023d8b286727c00811e8a23e22a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_292e1a68e5906598/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:47.279448+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13495.47, "started_at": "2026-05-04T08:35:33.763606+00:00", "ended_at": "2026-05-04T08:35:47.259184+00:00", "prompt_metrics": {"chars": 12084, "bytes_utf8": 12084, "lines": 398, "estimated_tokens": 3871}, "response_metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": 181}, "usage": {"input_tokens": 23962, "cached_input_tokens": 23424, "output_tokens": 233}, "stderr_preview": "2026-05-04T08:35:33.941237Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:36.486466Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b70960ffee349d8eaf40f0fd26a52f453b7323b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_29f7a6eeb13cfbd0\n-- problem_id: v2p_c14_3de9add30a7875a2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_29f7a6eeb13cfbd0\\n-- problem_id: v2p_c14_3de9add30a7875a2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 2.9794007490636703}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 2.971042471042471}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 2.8996138996139}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 2.9381044487427466}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 3.015533980582524}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 3.1098039215686275}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 2.893700787401575}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 3.0356435643564357}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 3.053892215568862}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 2.972}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 2.948}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 3.006012024048096}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 3.1847389558232932}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 2.9336016096579476}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 3.215725806451613}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 3.068548387096774}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 2.8951612903225805}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 2.9331983805668016}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 3.1217038539553754}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 3.0609756097560976}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 2.9714285714285715}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 2.9020408163265308}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 2.8510204081632655}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 3.067484662576687}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 2.9835728952772076}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 2.909650924024641}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 3.133744855967078}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 3.094650205761317}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 2.921810699588477}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 2.9835051546391753}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 2.94639175257732}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 2.925619834710744}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 2.9523809523809526}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 3.070539419087137}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 3.058212058212058}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 2.9771309771309773}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 2.972916666666667}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 2.89375}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 3.0521920668058455}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 2.9393305439330546}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 3.149159663865546}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 3.073529411764706}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 3.1494736842105264}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 3.0042105263157897}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 2.8526315789473684}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 3.0632911392405062}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 3.0635593220338984}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 2.9978813559322033}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 3.21656050955414}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 2.9554140127388533}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 337.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe31e7dd49dd8733773c9457199f6906a295414 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:20.640808+00:00", + "ended_at": "2026-05-04T09:00:20.985074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_29f7a6eeb13cfbd0", + "problem_id": "v2p_c14_3de9add30a7875a2", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_29f7a6eeb13cfbd0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_29f7a6eeb13cfbd0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14283d07a64c2009dc4209a4d6bc6f989fac57e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 23943, "cached_input_tokens": 3456, "output_tokens": 148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b869d88de98fd3fc308d685a4e80a073dfe2512 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2e5e22db9b75df87", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 3456, + "output_tokens": 148, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11944.26, + "sql_execution_elapsed_ms_total": 854.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_2e5e22db9b75df87\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0941926ccf0d072e645056ecbd845748e6978c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:04.966062+00:00", + "ended_at": "2026-05-04T08:24:16.910054+00:00", + "elapsed_ms": 11944.26, + "prompt_metrics": { + "chars": 11971, + "bytes_utf8": 11971, + "lines": 399, + "estimated_tokens": 3852 + }, + "stdout_metrics": { + "chars": 779, + "bytes_utf8": 779, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13247 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 447, + "bytes_utf8": 447, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 23943, + "cached_input_tokens": 3456, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdcc14efbf099d159a2617e80038e72ef0a13f9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_2, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a38aacabe4fd0b91c1ec1da7babd331351d701 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-5cef-7610-a509-d0c7ca427ff5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_2, and target_col=target. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":3456,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff1060331a0ae1a583238272cac94f759478a852 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_2\"\nORDER BY \"target_rate\" DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_2, and target_col=target. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12234b939f61e81ce64ee56c8808a30f0c6746a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:05.178601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:07.477708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:15.917289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af2f7332f73c2793f8f8d342fba513d8b0b4f63f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_2, target_col=target. +Result preview: [{"bin_3": "T", "nom_2": "Hamster", "target_rate": 0.36103398122438185}, {"bin_3": "F", "nom_2": "Hamster", "target_rate": 0.3572870969988162}, {"bin_3": "F", "nom_2": "Cat", "target_rate": 0.33818422358194145}, {"bin_3": "T", "nom_2": "Cat", "target_rate": 0.33269208119037336}, {"bin_3": "F", "nom_2": "Axolotl", "target_rate": 0.32360622232315206}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b657c7d7b952bab3f6c355ae8272d798e53def9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_2e5e22db9b75df87 +-- problem_id: v2p_c14_a39df57e07c69f9a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c4f562679cf7f0c44e739673e5829e8fc1b44b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_2\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_2\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_2\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_2\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"nom_2\": \"Hamster\", \"target_rate\": 0.36103398122438185}, {\"bin_3\": \"F\", \"nom_2\": \"Hamster\", \"target_rate\": 0.3572870969988162}, {\"bin_3\": \"F\", \"nom_2\": \"Cat\", \"target_rate\": 0.33818422358194145}, {\"bin_3\": \"T\", \"nom_2\": \"Cat\", \"target_rate\": 0.33269208119037336}, {\"bin_3\": \"F\", \"nom_2\": \"Axolotl\", \"target_rate\": 0.32360622232315206}, {\"bin_3\": \"T\", \"nom_2\": \"Axolotl\", \"target_rate\": 0.3146528452650902}, {\"bin_3\": \"F\", \"nom_2\": \"Snake\", \"target_rate\": 0.31326937398694527}, {\"bin_3\": \"T\", \"nom_2\": \"Snake\", \"target_rate\": 0.30114029025570144}, {\"bin_3\": \"F\", \"nom_2\": \"Lion\", \"target_rate\": 0.2966536270952835}, {\"bin_3\": \"T\", \"nom_2\": \"Lion\", \"target_rate\": 0.28969552330728665}, {\"bin_3\": \"F\", \"nom_2\": \"Dog\", \"target_rate\": 0.24898004190098136}, {\"bin_3\": \"T\", \"nom_2\": \"Dog\", \"target_rate\": 0.24153113021858488}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 854.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7eb7ec1885ba8546afc2d4ebfec3ad57df6dcd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:24:04.900268+00:00", + "ended_at": "2026-05-04T08:24:17.795863+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2e5e22db9b75df87", + "problem_id": "v2p_c14_a39df57e07c69f9a", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_2, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_2e5e22db9b75df87.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2e5e22db9b75df87", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 3456, + "output_tokens": 148, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11944.26, + "sql_execution_elapsed_ms_total": 854.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_2e5e22db9b75df87\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af679d75e166aa2418870d5f08dfbffcf0c9a017 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e5e22db9b75df87/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:16.930810+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11944.26, "started_at": "2026-05-04T08:24:04.966062+00:00", "ended_at": "2026-05-04T08:24:16.910054+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 23943, "cached_input_tokens": 3456, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:24:05.178601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:07.477708Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_1.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bin_1", + "predicate_col": "ord_3", + "predicate_op": "=", + "predicate_value": "k", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd5a93b57136eb3973f3ea6b3920c5ec6e9b6796 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-df71-7030-b370-a34db6458829"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_3\\\" = 'k'\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"bin_1\\\", predicate_col=\\\"ord_3\\\", predicate_op=\\\"=\\\", predicate_value='k', top_k=14. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23888,"cached_input_tokens":23424,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69523cb840a3e380035d7681336a36a61f3616fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_3\" = 'k'\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"bin_1\", predicate_col=\"ord_3\", predicate_op=\"=\", predicate_value='k', top_k=14. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a471eb87251adfbd8c8a5eb5bc4e4192a43bb45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:37.691601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:40.153152Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:48.974877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..149cf9909d92739c64ddfaa2dff6e9d80d24f5f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_1. +Result preview: [{"bin_1": "0", "support": 21304}, {"bin_1": "1", "support": 7315}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..035766c02a9381578a8fd8a5f83855317d0cfdc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_2e7230adaa0ba3c6 +-- problem_id: v2p_c14_ad57cbe1d57ecdd2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS support +FROM "c14" +WHERE "ord_3" = 'k' +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f1cbc3f5a9a59bf6265cce1f8cf35773833f37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_3\" = 'k'\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_3\\\" = 'k'\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"bin_1\", \"support\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 21304}, {\"bin_1\": \"1\", \"support\": 7315}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 116.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d27bb5578a5d56b150faeb1f5405c3b1002ffca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:12:37.434467+00:00", + "ended_at": "2026-05-04T08:12:49.981054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_2e7230adaa0ba3c6", + "problem_id": "v2p_c14_ad57cbe1d57ecdd2", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "predicate_col": "ord_3", + "predicate_op": "=", + "predicate_value": "k", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_2e7230adaa0ba3c6.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_2e7230adaa0ba3c6", + "api_calls": 0, + "input_tokens": 23888, + "cached_input_tokens": 23424, + "output_tokens": 137, + "total_tokens": 24025, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3799, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12343.49, + "sql_execution_elapsed_ms_total": 116.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_2e7230adaa0ba3c6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbb0cfeca41720aef4b2f39fa1c61bbbf7d66cc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_2e7230adaa0ba3c6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:49.856410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12343.49, "started_at": "2026-05-04T08:12:37.494586+00:00", "ended_at": "2026-05-04T08:12:49.837760+00:00", "prompt_metrics": {"chars": 11869, "bytes_utf8": 11869, "lines": 398, "estimated_tokens": 3799}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23888, "cached_input_tokens": 23424, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:12:37.691601Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:40.153152Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_0, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a309adf8e04c14775f21afec7403293dd8e47818 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-03c7-79a2-a13c-74e8bdf3bda0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_0\\\", measure_col=\\\"id\\\", entity_col=\\\"nom_8\\\", and top_k=16. SQLite will coerce text-form numeric values in \\\"id\\\" for AVG().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1bc60c72c568e2c8fd438daded727df5498bfea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_0\", measure_col=\"id\", entity_col=\"nom_8\", and top_k=16. SQLite will coerce text-form numeric values in \"id\" for AVG()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0342a86c577334fedbe284f0c00edc3b9d38dc84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:14.656244Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:16.964349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:25.136652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86c50141e972009358f44018321af469643bd2ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_0, measure_col=id. +Result preview: [{"bin_0": "0", "support": 261749, "avg_measure": 150080.8983950273, "distinct_entities": 2214}, {"bin_0": "1", "support": 38251, "avg_measure": 149442.4963007503, "distinct_entities": 2172}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0348e73e62941a7d4e80e01e0ef2f4e80ddf603 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_30d60631ac4556b9 +-- problem_id: v2p_c14_7e6e8464af75e320 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f2a5f5cbb110f63ddfe1b66c3eda9855210b5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"bin_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 261749, \"avg_measure\": 150080.8983950273, \"distinct_entities\": 2214}, {\"bin_0\": \"1\", \"support\": 38251, \"avg_measure\": 149442.4963007503, \"distinct_entities\": 2172}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 410.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be9481474b685cd2e842ff8673d6487693f79f1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:18:14.405633+00:00", + "ended_at": "2026-05-04T08:18:26.596034+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_30d60631ac4556b9", + "problem_id": "v2p_c14_7e6e8464af75e320", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_0, measure_col=id.", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_30d60631ac4556b9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_30d60631ac4556b9", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 175, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11680.82, + "sql_execution_elapsed_ms_total": 410.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_30d60631ac4556b9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec64d8b1cc742a1f7d2fe85464da95e2e3d226b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_30d60631ac4556b9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:26.179712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11680.82, "started_at": "2026-05-04T08:18:14.472932+00:00", "ended_at": "2026-05-04T08:18:26.153294+00:00", "prompt_metrics": {"chars": 11972, "bytes_utf8": 11972, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 472, "bytes_utf8": 472, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 175}, "stderr_preview": "2026-05-04T08:18:14.656244Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:16.964349Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bdff134594de1a8268208ef200b4198f1f1733d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_31208d11e2dede8b\n-- problem_id: v2p_c14_43098948549d5e9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_31208d11e2dede8b\\n-- problem_id: v2p_c14_43098948549d5e9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 151592.98864315602}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 149804.6521106259}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 153451.5950102529}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 147225.1375}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 150307.42676944638}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 151374.9084507042}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 148714.42422096318}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 149365.12080057184}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 150355.84951281126}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 149080.31910274964}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 148968.44597534445}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 147690.12731229598}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 148946.0624087591}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 151047.8248628885}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 147984.89555555556}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 147525.71168154763}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 150974.32460732985}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 147294.6198191409}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 147368.70034181542}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 151351.61132364193}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 152648.63681592038}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 150187.56891271056}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 151458.59316173647}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 150699.50772200772}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 148312.60069984448}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 151095.27526543452}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 150187.3341213554}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 147003.09591755847}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 150362.53705179284}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 150621.30502392346}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 149681.43612334802}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 150769.60235103365}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 150447.94437627812}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 151527.0430680886}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 152129.8796714579}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 150594.40312628547}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 151621.33374485598}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 152385.60883932258}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 150440.24325446243}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 151490.92591042278}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 151019.13098236776}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 147419.2285955293}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 147892.01016949152}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 149203.6324347454}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 149693.0886850153}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 148384.38745063625}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 149136.49912126537}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 150390.94312169313}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 148702.30215827338}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 148165.38938848922}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 440.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc208b19d96e818820f3a205572a3c8e61c9942f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:25.598899+00:00", + "ended_at": "2026-05-04T09:00:26.046095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_31208d11e2dede8b", + "problem_id": "v2p_c14_43098948549d5e9f", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_31208d11e2dede8b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31208d11e2dede8b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86d7a05c9108c23fa913d23bbc0a6ce6815bb46e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ab003dcf08aa997d89f9f942c728aa71be4bbf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_31224b0943f8199a", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 169, + "total_tokens": 24121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11459.1, + "sql_execution_elapsed_ms_total": 300.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_31224b0943f8199a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1040024b100d43a4a651da69f1b14bb3aaa58f39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:28.280661+00:00", + "ended_at": "2026-05-04T08:52:39.738632+00:00", + "elapsed_ms": 11459.1, + "prompt_metrics": { + "chars": 12021, + "bytes_utf8": 12021, + "lines": 397, + "estimated_tokens": 3863 + }, + "stdout_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 4, + "estimated_tokens": 257 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 512, + "bytes_utf8": 512, + "lines": 1, + "estimated_tokens": 148 + }, + "usage": { + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fdd397fcfab8f3f82622549323af6bdf643690f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f527a7a68d99c0c31e1c9479e4c5b8b1f1b570b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-5a7a-7a31-aa5f-e33448f45759"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=19. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0d26a0bccf39c56555a9293e67183fa6b8f059f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"nom_1\", target_col=\"target\", target_value='0', min_support=4, and top_k=19. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da5ab14f2e6e9dcf7fb56ea14108d5cdc347f60b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:28.485561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:31.032850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:38.914993Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0dee93a5640e081b5654477b5e64cf3d9e33281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, target_col=target. +Result preview: [{"nom_1": "Circle", "support": 37320, "focus_rate": 0.7543408360128617}, {"nom_1": "Trapezoid", "support": 101181, "focus_rate": 0.7099455431355689}, {"nom_1": "Star", "support": 45904, "focus_rate": 0.6893734750784245}, {"nom_1": "Polygon", "support": 36143, "focus_rate": 0.6845308911822483}, {"nom_1": "Square", "support": 49597, "focus_rate": 0.6610682097707523}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bea59747751d0113737d6eda593178e8100f239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_31224b0943f8199a +-- problem_id: v2p_c14_e6fad728b4a8bf05 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca8a2b788cb173e70b81e8302d969afde8843665 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"nom_1\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_1\": \"Circle\", \"support\": 37320, \"focus_rate\": 0.7543408360128617}, {\"nom_1\": \"Trapezoid\", \"support\": 101181, \"focus_rate\": 0.7099455431355689}, {\"nom_1\": \"Star\", \"support\": 45904, \"focus_rate\": 0.6893734750784245}, {\"nom_1\": \"Polygon\", \"support\": 36143, \"focus_rate\": 0.6845308911822483}, {\"nom_1\": \"Square\", \"support\": 49597, \"focus_rate\": 0.6610682097707523}, {\"nom_1\": \"Triangle\", \"support\": 29855, \"focus_rate\": 0.6390219393736393}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 300.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ccade0745193aee06b5b2062b7e8fdcc347d1493 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:52:28.217279+00:00", + "ended_at": "2026-05-04T08:52:40.066754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_31224b0943f8199a", + "problem_id": "v2p_c14_e6fad728b4a8bf05", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1, target_col=target.", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_31224b0943f8199a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_31224b0943f8199a", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 169, + "total_tokens": 24121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11459.1, + "sql_execution_elapsed_ms_total": 300.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_31224b0943f8199a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bed2012611d74daf16781dc13e317769ae4e443 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:39.750307+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11459.1, "started_at": "2026-05-04T08:52:28.280661+00:00", "ended_at": "2026-05-04T08:52:39.738632+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 169}, "stderr_preview": "2026-05-04T08:52:28.485561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:31.032850Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=19. All identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3601ce9612615f64b148661384a65b22c21d202f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_31224b0943f8199a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_31224b0943f8199a", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 169, + "total_tokens": 24121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11459.1, + "sql_execution_elapsed_ms_total": 300.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_31224b0943f8199a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e841c36e4dda8ba40663c50a399af32999cf8e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11686, "bytes_utf8": 11686, "lines": 396, "estimated_tokens": 3748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..447614e1f5425db7d6f4c979bd5707af53d3b597 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3240f20c2be31b8c", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 23966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 93, + "estimated_total_tokens": 3841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11708.34, + "sql_execution_elapsed_ms_total": 321.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3240f20c2be31b8c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9267920ecdd1333a7957da5b831ac1cb2744e7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:40.637769+00:00", + "ended_at": "2026-05-04T08:16:52.346614+00:00", + "elapsed_ms": 11708.34, + "prompt_metrics": { + "chars": 11686, + "bytes_utf8": 11686, + "lines": 396, + "estimated_tokens": 3748 + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 332, + "bytes_utf8": 332, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffca6aa1ac6c1f6a4d978437db8f4b737ccbf93c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=day.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3caeb61c8acad47f46a40f0a5b0d2bddb965516 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-954f-79c1-8248-cdaea9c976d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_2\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col=\\\"ord_2\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f4d0e57ff45198de569568927ad71a87219983a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_2\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col=\"ord_2\" and measure_col=\"day\". Cast \"day\" from TEXT to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4142a7679ce9ce96f055a42b10b995e663d3989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:40.836195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:43.392854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:51.583993Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6994c0ae92023f87908936a67ba9356f910f23b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=day. +Result preview: [{"ord_2": "Cold", "avg_measure": 3.0173240938166312}, {"ord_2": "Lava Hot", "avg_measure": 3.0131438943481252}, {"ord_2": "Warm", "avg_measure": 3.007835555103287}, {"ord_2": "Freezing", "avg_measure": 3.005570249258636}, {"ord_2": "Boiling Hot", "avg_measure": 3.003265871641348}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bc1b68be76ee62879f643d1efb7b2ce5e6cc0f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_3240f20c2be31b8c +-- problem_id: v2p_c14_5874a55a4e6b6224 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00f7735be494cf4a9065a170eafcb6c657e5b2a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_2\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_2\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_2\", \"avg_measure\"], \"rows\": [{\"ord_2\": \"Cold\", \"avg_measure\": 3.0173240938166312}, {\"ord_2\": \"Lava Hot\", \"avg_measure\": 3.0131438943481252}, {\"ord_2\": \"Warm\", \"avg_measure\": 3.007835555103287}, {\"ord_2\": \"Freezing\", \"avg_measure\": 3.005570249258636}, {\"ord_2\": \"Boiling Hot\", \"avg_measure\": 3.003265871641348}, {\"ord_2\": \"Hot\", \"avg_measure\": 3.000539883924956}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 321.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8389d7049dcd45cdf1dcde01c588d2266c65acf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:16:40.577016+00:00", + "ended_at": "2026-05-04T08:16:52.696171+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3240f20c2be31b8c", + "problem_id": "v2p_c14_5874a55a4e6b6224", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=day.", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3240f20c2be31b8c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3240f20c2be31b8c", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 23966, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 93, + "estimated_total_tokens": 3841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11708.34, + "sql_execution_elapsed_ms_total": 321.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3240f20c2be31b8c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba79886365ed54c1abaf2f228dac2323a1e0b793 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3240f20c2be31b8c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:52.367094+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11708.34, "started_at": "2026-05-04T08:16:40.637769+00:00", "ended_at": "2026-05-04T08:16:52.346614+00:00", "prompt_metrics": {"chars": 11686, "bytes_utf8": 11686, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 332, "bytes_utf8": 332, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:16:40.836195Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:43.392854Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4520aa6e106b31afef2f412f4dba707f23898bea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_32810e3679b2afd7\n-- problem_id: v2p_c14_84831592242516db\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_32810e3679b2afd7\\n-- problem_id: v2p_c14_84831592242516db\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 331.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1973a23c39448afbbb8cfcee89b74378ecb72e7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:16.207777+00:00", + "ended_at": "2026-05-04T09:00:16.543406+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_32810e3679b2afd7", + "problem_id": "v2p_c14_84831592242516db", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_32810e3679b2afd7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_32810e3679b2afd7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58fed55edf69aa9924927df4b62958e3f3202c50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11854, "bytes_utf8": 11854, "lines": 396, "estimated_tokens": 3832}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23921, "cached_input_tokens": 22912, "output_tokens": 145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16a2dca1fc4921f582d6c6e0675c372e0951f080 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_33f52f372084165f", + "api_calls": 0, + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 145, + "total_tokens": 24066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3832, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12856.83, + "sql_execution_elapsed_ms_total": 518.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_33f52f372084165f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0bbad31751fb12976d66f5b3da3ed20eedbf606 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:57:47.260058+00:00", + "ended_at": "2026-05-04T08:58:00.116646+00:00", + "elapsed_ms": 12856.83, + "prompt_metrics": { + "chars": 11854, + "bytes_utf8": 11854, + "lines": 396, + "estimated_tokens": 3832 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 145 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e09c8eb959e9e638fcc6e387ebf9f1fd58974666 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=ord_2.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_2", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..518765381c3fbecb886263c446161c961ed5f2dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-38a6-7230-af71-cb4ebb344e75"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_2\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_2\\\"\\nLIMIT 12;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=ord_1, group_col_2=ord_2, top_k=12, on single table \\\"c14\\\" with SQLite-compatible quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23921,"cached_input_tokens":22912,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebab80204b488154b3e5d854200fdc9f31df4b05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_2\"\nORDER BY support ASC, \"ord_1\", \"ord_2\"\nLIMIT 12;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=ord_1, group_col_2=ord_2, top_k=12, on single table \"c14\" with SQLite-compatible quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..827dcd266a5f20fdae66e2f6f37621af0bcc19fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:47.485774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:49.901572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:59.190784Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26e51ec9184726dc799acf6da7183790a055bb12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=ord_2. +Result preview: [{"ord_1": "Expert", "ord_2": "Warm", "support": 1642}, {"ord_1": "Master", "ord_2": "Warm", "support": 1852}, {"ord_1": "Expert", "ord_2": "Hot", "support": 1887}, {"ord_1": "Master", "ord_2": "Hot", "support": 2069}, {"ord_1": "Expert", "ord_2": "Cold", "support": 2850}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56879a6d4d31d6589ce29de02222dba1082b1c3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_33f52f372084165f +-- problem_id: v2p_c14_c60ebe3d42bd4cb9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_2" +ORDER BY support ASC, "ord_1", "ord_2" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b5309db1b6a750c5b0bb29c395131631a3decea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_2\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_2\"\nORDER BY support ASC, \"ord_1\", \"ord_2\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_2\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_2\\\"\\nLIMIT 12;\", \"columns\": [\"ord_1\", \"ord_2\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"ord_2\": \"Warm\", \"support\": 1642}, {\"ord_1\": \"Master\", \"ord_2\": \"Warm\", \"support\": 1852}, {\"ord_1\": \"Expert\", \"ord_2\": \"Hot\", \"support\": 1887}, {\"ord_1\": \"Master\", \"ord_2\": \"Hot\", \"support\": 2069}, {\"ord_1\": \"Expert\", \"ord_2\": \"Cold\", \"support\": 2850}, {\"ord_1\": \"Contributor\", \"ord_2\": \"Warm\", \"support\": 2857}, {\"ord_1\": \"Contributor\", \"ord_2\": \"Hot\", \"support\": 3122}, {\"ord_1\": \"Master\", \"ord_2\": \"Cold\", \"support\": 3129}, {\"ord_1\": \"Contributor\", \"ord_2\": \"Cold\", \"support\": 4842}, {\"ord_1\": \"Expert\", \"ord_2\": \"Boiling Hot\", \"support\": 4980}, {\"ord_1\": \"Grandmaster\", \"ord_2\": \"Warm\", \"support\": 5073}, {\"ord_1\": \"Expert\", \"ord_2\": \"Lava Hot\", \"support\": 5274}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 518.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dbf979d6ad70ffcdfd2e1765278c58ee468d93a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:57:47.206476+00:00", + "ended_at": "2026-05-04T08:58:00.665290+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_33f52f372084165f", + "problem_id": "v2p_c14_c60ebe3d42bd4cb9", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_1, group_col_2=ord_2.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_2", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_33f52f372084165f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_33f52f372084165f", + "api_calls": 0, + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 145, + "total_tokens": 24066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3832, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12856.83, + "sql_execution_elapsed_ms_total": 518.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_33f52f372084165f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30c24367050fc7e408d9792b9398a0c5590ad4fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_33f52f372084165f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:00.137691+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12856.83, "started_at": "2026-05-04T08:57:47.260058+00:00", "ended_at": "2026-05-04T08:58:00.116646+00:00", "prompt_metrics": {"chars": 11854, "bytes_utf8": 11854, "lines": 396, "estimated_tokens": 3832}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23921, "cached_input_tokens": 22912, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:57:47.485774Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:49.901572Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=month, measure_col=id.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5265a21859955f36c89939fd93884cbcf359696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-3d8d-71b2-a73b-9f8e3789655e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"month\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nHAVING SUM(\\\"id\\\") > 172611.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"month\\\" and measure_col=\\\"id\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" during SUM().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23878,"cached_input_tokens":23424,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31bb5e5d9337291b8b5ec575f89f146354a719bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"month\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"month\"\nHAVING SUM(\"id\") > 172611.0\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the provided Thresholded Group Ranking template with fixed bindings group_col=\"month\" and measure_col=\"id\". SQLite will coerce numeric-looking TEXT values in \"id\" during SUM()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0375c3c7151fe437b57196eefb42c7be619cfa74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:37.680425Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:40.019999Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:47.891277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19b75cdea38d9d88c7debfe7b5bb57cf486ab234 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=month, measure_col=id. +Result preview: [{"month": "2", "total_measure": 6775100830}, {"month": "3", "total_measure": 6135721390}, {"month": "1", "total_measure": 6128757566}, {"month": "11", "total_measure": 3859278688}, {"month": "12", "total_measure": 3791876916}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe18ad9c499fccb8bc3c47fc1263906f2778257f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_3426ec1e28d85456 +-- problem_id: v2p_c14_4af8d6bc3357be25 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", SUM("id") AS total_measure +FROM "c14" +GROUP BY "month" +HAVING SUM("id") > 172611.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..40dff8c46f3a05e7c300db6c487520edfc69521c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"month\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"month\"\nHAVING SUM(\"id\") > 172611.0\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"month\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nHAVING SUM(\\\"id\\\") > 172611.0\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"month\", \"total_measure\"], \"rows\": [{\"month\": \"2\", \"total_measure\": 6775100830}, {\"month\": \"3\", \"total_measure\": 6135721390}, {\"month\": \"1\", \"total_measure\": 6128757566}, {\"month\": \"11\", \"total_measure\": 3859278688}, {\"month\": \"12\", \"total_measure\": 3791876916}, {\"month\": \"9\", \"total_measure\": 3737936933}, {\"month\": \"4\", \"total_measure\": 3734316419}, {\"month\": \"10\", \"total_measure\": 3306281307}, {\"month\": \"7\", \"total_measure\": 2982938637}, {\"month\": \"8\", \"total_measure\": 2817892914}, {\"month\": \"5\", \"total_measure\": 1649105332}, {\"month\": \"6\", \"total_measure\": 80643068}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 276.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f64beb1d72a391bf80dc1da19e377db7ccedf1b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:55:37.373454+00:00", + "ended_at": "2026-05-04T08:55:48.971617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3426ec1e28d85456", + "problem_id": "v2p_c14_4af8d6bc3357be25", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=month, measure_col=id.", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3426ec1e28d85456.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3426ec1e28d85456", + "api_calls": 0, + "input_tokens": 23878, + "cached_input_tokens": 23424, + "output_tokens": 155, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3789, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11237.33, + "sql_execution_elapsed_ms_total": 276.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3426ec1e28d85456\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..406a0f601f70f158f44498b804ba187ebb86b0f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:48.684924+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11237.33, "started_at": "2026-05-04T08:55:37.427634+00:00", "ended_at": "2026-05-04T08:55:48.665281+00:00", "prompt_metrics": {"chars": 11848, "bytes_utf8": 11848, "lines": 396, "estimated_tokens": 3789}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23878, "cached_input_tokens": 23424, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:55:37.680425Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:40.019999Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 172611.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"month\\\" and measure_col=\\\"id\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" during SUM().\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..93eac50dc9ed44475e025b887b6912a0ac301259 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3426ec1e28d85456/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3426ec1e28d85456", + "api_calls": 0, + "input_tokens": 23878, + "cached_input_tokens": 23424, + "output_tokens": 155, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3789, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3894, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11237.33, + "sql_execution_elapsed_ms_total": 276.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3426ec1e28d85456\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84c91ee9f381f9e54c0ded66a6d220d216e673ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11881, "bytes_utf8": 11881, "lines": 398, "estimated_tokens": 3802}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23891, "cached_input_tokens": 19840, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4359f6848f44ca105d7d3b6d5782edf96aecbaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_344c445a9dbce0ef", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12539.54, + "sql_execution_elapsed_ms_total": 117.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_344c445a9dbce0ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48bf82b1f7366ca52a00751a740a551c990f7aed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:09:46.341926+00:00", + "ended_at": "2026-05-04T08:09:58.879851+00:00", + "elapsed_ms": 12539.54, + "prompt_metrics": { + "chars": 11881, + "bytes_utf8": 11881, + "lines": 398, + "estimated_tokens": 3802 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13184 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 23891, + "cached_input_tokens": 19840, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d9384238bd239c31318364cae850428e3a4cdea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_2", + "predicate_col": "nom_6", + "predicate_op": "=", + "predicate_value": "9a70de492", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b29e31ee92825cb5a4dbd07454e58dc5ba66c453 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-4313-7c13-9c27-aaba74b58c41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_6\\\" = '9a70de492'\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_2\\\", predicate_col=\\\"nom_6\\\", predicate_op=\\\"=\\\", predicate_value='9a70de492', top_k=12. Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23891,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9baba6be80f046d5f11e6684cab16bf3d9d87306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_6\" = '9a70de492'\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the required Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_2\", predicate_col=\"nom_6\", predicate_op=\"=\", predicate_value='9a70de492', top_k=12. Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b9331d8235ae880e725b6a9e0ba0f1bedeaaefb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:46.954745Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:49.501497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:57.944765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..275a25d01da2ce412dc9d0494427c80ad4156b05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2. +Result preview: [{"ord_2": "Freezing", "support": 32}, {"ord_2": "Lava Hot", "support": 18}, {"ord_2": "Boiling Hot", "support": 18}, {"ord_2": "Cold", "support": 12}, {"ord_2": "Warm", "support": 8}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4212cbf0e5e100121cb87df52e9c04fb4ad10c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_344c445a9dbce0ef +-- problem_id: v2p_c14_801d422a8fbead67 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE "nom_6" = '9a70de492' +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2da4cd5ea65a9d160c998f8ae8e0aedbdb08d43a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_6\" = '9a70de492'\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_6\\\" = '9a70de492'\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"ord_2\", \"support\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 32}, {\"ord_2\": \"Lava Hot\", \"support\": 18}, {\"ord_2\": \"Boiling Hot\", \"support\": 18}, {\"ord_2\": \"Cold\", \"support\": 12}, {\"ord_2\": \"Warm\", \"support\": 8}, {\"ord_2\": \"Hot\", \"support\": 4}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 117.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4af12919f1d8e393302e9eaa38ef6bc62ca84203 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:09:46.279864+00:00", + "ended_at": "2026-05-04T08:09:59.032644+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_344c445a9dbce0ef", + "problem_id": "v2p_c14_801d422a8fbead67", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_2.", + "bindings": { + "group_col": "ord_2", + "predicate_col": "nom_6", + "predicate_op": "=", + "predicate_value": "9a70de492", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_344c445a9dbce0ef.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_344c445a9dbce0ef", + "api_calls": 0, + "input_tokens": 23891, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3802, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12539.54, + "sql_execution_elapsed_ms_total": 117.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_344c445a9dbce0ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c64c65919b0c8426a9ebe8dbd6ee9bb5826c870 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_344c445a9dbce0ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:58.906957+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12539.54, "started_at": "2026-05-04T08:09:46.341926+00:00", "ended_at": "2026-05-04T08:09:58.879851+00:00", "prompt_metrics": {"chars": 11881, "bytes_utf8": 11881, "lines": 398, "estimated_tokens": 3802}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23891, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:09:46.954745Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:49.501497Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74c9cc5736e5839963d1710b7da460ad93a7aa27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-1af2-77a3-b297-5305fd37f3ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"ord_2\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"ord_2\\\" and measure_col bound to \\\"id\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" when computing AVG.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":22912,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b78bc501b705d26a434775cad591244597b9cb7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_2\",\n AVG(\"id\") OVER (PARTITION BY \"ord_2\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"ord_2\" and measure_col bound to \"id\". SQLite will coerce numeric-looking TEXT values in \"id\" when computing AVG."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5db768b4b69f21832c389aadd4cc58aa3101b12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:00.261484Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:02.712789Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:11.088161Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00101c7f6dfd064632c853316a5a1de7bfa15e07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id. +Result preview: [{"ord_2": "Freezing", "avg_measure": 150409.57199246614}, {"ord_2": "Cold", "avg_measure": 150228.06002724473}, {"ord_2": "Boiling Hot", "avg_measure": 149917.15615154963}, {"ord_2": "Warm", "avg_measure": 149868.4355347512}, {"ord_2": "Hot", "avg_measure": 149580.36140729743}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ca12c22c2f4dde040b641c9c7af97b78590f51e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_35607d75a6b96006 +-- problem_id: v2p_c14_508bd5ee06ca6db4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_2", + AVG("id") OVER (PARTITION BY "ord_2") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d59821c3f6110bcfb03db0c25731462792eed8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_2\",\n AVG(\"id\") OVER (PARTITION BY \"ord_2\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"ord_2\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_2\", \"avg_measure\"], \"rows\": [{\"ord_2\": \"Freezing\", \"avg_measure\": 150409.57199246614}, {\"ord_2\": \"Cold\", \"avg_measure\": 150228.06002724473}, {\"ord_2\": \"Boiling Hot\", \"avg_measure\": 149917.15615154963}, {\"ord_2\": \"Warm\", \"avg_measure\": 149868.4355347512}, {\"ord_2\": \"Hot\", \"avg_measure\": 149580.36140729743}, {\"ord_2\": \"Lava Hot\", \"avg_measure\": 149502.45164924578}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1282.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a861c80514a307b79f14bd53eb80cc6b09fe1b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:37:59.967518+00:00", + "ended_at": "2026-05-04T08:38:13.132036+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_35607d75a6b96006", + "problem_id": "v2p_c14_508bd5ee06ca6db4", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ord_2, measure_col=id.", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_35607d75a6b96006.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_35607d75a6b96006", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 138, + "total_tokens": 23988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 99, + "estimated_total_tokens": 3858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11768.08, + "sql_execution_elapsed_ms_total": 1282.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_35607d75a6b96006\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95919803f087fcbe54b1497cca23d072dcf7aee6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35607d75a6b96006/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:11.841607+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11768.08, "started_at": "2026-05-04T08:38:00.033997+00:00", "ended_at": "2026-05-04T08:38:11.802040+00:00", "prompt_metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3759}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 23850, "cached_input_tokens": 22912, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:38:00.261484Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:02.712789Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=month.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..77234cd563b5f15d4c86c1ec1c786daf37110040 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-085d-7bc1-b416-daa647fc33b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_3\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided grouped numeric mean template with group_col=\\\"ord_3\\\" and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL for a SQLite-compatible numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7601aeae2eefd080ddef17dcf1e2fe52492f159 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_3\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY avg_measure DESC;","notes":"Used the provided grouped numeric mean template with group_col=\"ord_3\" and measure_col=\"month\". Cast \"month\" to REAL for a SQLite-compatible numeric average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1411044233b9c9c412ac8f4fd20aed2e27dd562 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:10.279929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:12.727684Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:21.436002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b77767b35e07686f25b8b5a9f895f3a912237506 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=month. +Result preview: [{"ord_3": "j", "avg_measure": 5.825820586683978}, {"ord_3": "d", "avg_measure": 5.812373481781377}, {"ord_3": "i", "avg_measure": 5.793282943525385}, {"ord_3": "f", "avg_measure": 5.791502859185132}, {"ord_3": "c", "avg_measure": 5.7878744239631335}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..091d895c457436b70bbb7ebe17961ffda81c2930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_35d97d40727c0f23 +-- problem_id: v2p_c14_e25e345e54ea51cf +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44872cbaf310a51ce4b4f2b0cfa658c71c711307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_3\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_3\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_3\", \"avg_measure\"], \"rows\": [{\"ord_3\": \"j\", \"avg_measure\": 5.825820586683978}, {\"ord_3\": \"d\", \"avg_measure\": 5.812373481781377}, {\"ord_3\": \"i\", \"avg_measure\": 5.793282943525385}, {\"ord_3\": \"f\", \"avg_measure\": 5.791502859185132}, {\"ord_3\": \"c\", \"avg_measure\": 5.7878744239631335}, {\"ord_3\": \"k\", \"avg_measure\": 5.77811943114714}, {\"ord_3\": \"n\", \"avg_measure\": 5.777030393622322}, {\"ord_3\": \"h\", \"avg_measure\": 5.770978172999191}, {\"ord_3\": \"e\", \"avg_measure\": 5.767802728423422}, {\"ord_3\": \"b\", \"avg_measure\": 5.756461899966432}, {\"ord_3\": \"a\", \"avg_measure\": 5.7524662660165555}, {\"ord_3\": \"l\", \"avg_measure\": 5.750525966116709}, {\"ord_3\": \"g\", \"avg_measure\": 5.743524241175662}, {\"ord_3\": \"o\", \"avg_measure\": 5.7373674911660775}, {\"ord_3\": \"m\", \"avg_measure\": 5.597560975609756}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 289.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..419266c8d3b8b1634efb50c513ceb3149e340562 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:17:10.036935+00:00", + "ended_at": "2026-05-04T08:17:22.588561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_35d97d40727c0f23", + "problem_id": "v2p_c14_e25e345e54ea51cf", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=month.", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_35d97d40727c0f23.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_35d97d40727c0f23", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 23976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 92, + "estimated_total_tokens": 3840, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12171.81, + "sql_execution_elapsed_ms_total": 289.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_35d97d40727c0f23\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5831bf1a87d55ec8564f86a35275ab6f848ecb9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_35d97d40727c0f23/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:22.291482+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12171.81, "started_at": "2026-05-04T08:17:10.101123+00:00", "ended_at": "2026-05-04T08:17:22.273368+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:17:10.279929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:12.727684Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80553f9535cbe1922e28a79bd757559c57ec1448 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_37ddc5e6e917200b\n-- problem_id: v2p_c14_97ca81e058b7b55a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_37ddc5e6e917200b\\n-- problem_id: v2p_c14_97ca81e058b7b55a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 1.4680471260264192}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 1.465090909090909}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 1.4679369732502747}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 1.5038532110091742}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 1.4906146485093854}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 1.4712601326455417}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 1.4970282317979198}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 1.4688781215057771}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 1.4723261032161556}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 1.4822297044519266}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 1.5131086142322097}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 1.4919263987983478}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 1.471541650961176}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 1.4909433962264151}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 1.496027241770715}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 1.475558923834786}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 1.5011406844106463}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 1.4893536121673003}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 1.4829697665518562}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 1.4802151363810987}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 1.4655371582595302}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 1.4760986892829606}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 1.4703373400542845}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 1.476523088863019}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 1.4890368050117462}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 1.4770137524557956}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 1.4812623274161736}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 1.4508716323296356}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 1.502624142107388}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 1.4928774928774928}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 1.508779093507554}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 1.4886970817920262}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 1.4902042517715715}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 1.4583856127143455}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 1.4964420259522813}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 1.4830330959363218}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 1.4738186462324394}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 1.4816709292412618}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 1.4863481228668942}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 1.4658064516129032}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 1.4788117081695062}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 1.4837576821773486}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 1.4854111405835544}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 1.4789237668161435}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 1.4912516823687751}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 1.4808816914080072}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 1.496386630532972}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 1.4727859778597785}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 1.4576905095839177}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 1.4743045733144744}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 331.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d78e97005390e7272b4cc0269be987265dabea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:17.579013+00:00", + "ended_at": "2026-05-04T09:00:17.915503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_37ddc5e6e917200b", + "problem_id": "v2p_c14_97ca81e058b7b55a", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_37ddc5e6e917200b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_37ddc5e6e917200b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9442f1b31ee687294b0fafa238f467f93e5755e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 23885, "cached_input_tokens": 22912, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d05ca9f8d6020d3cc67306beb20fbe8f00f6a1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_38b3743e7d8bf3a9", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13067.77, + "sql_execution_elapsed_ms_total": 254.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_38b3743e7d8bf3a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fad74ea45796223ae338ef2efc788b779d31dad4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:20.612645+00:00", + "ended_at": "2026-05-04T08:54:33.683440+00:00", + "elapsed_ms": 13067.77, + "prompt_metrics": { + "chars": 11851, + "bytes_utf8": 11851, + "lines": 396, + "estimated_tokens": 3796 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 419, + "bytes_utf8": 419, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46a7f5e65b243c528e2657682cc5febea321b35e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_3, measure_col=ord_0.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c1d69efd74bc661816bd623a55de55f31ad6c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-1169-7fb0-a60b-c75956359963"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_3\\\", SUM(\\\"ord_0\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING SUM(\\\"ord_0\\\") > 2.5\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"ord_3\\\" and measure_col bound to \\\"ord_0\\\". SQLite will coerce numeric-looking TEXT values in \\\"ord_0\\\" during SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23885,"cached_input_tokens":22912,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf4963a8eeb1c297046cfbbd186dd055567ffe0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_3\", SUM(\"ord_0\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING SUM(\"ord_0\") > 2.5\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"ord_3\" and measure_col bound to \"ord_0\". SQLite will coerce numeric-looking TEXT values in \"ord_0\" during SUM."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..655333327f79776b121c4823de0d18913d25f974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:20.867067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:23.258087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:32.923288Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6396604bd44d988cc08febab7bacbd326b28a78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_3, measure_col=ord_0. +Result preview: [{"ord_3": "g", "total_measure": 53594}, {"ord_3": "l", "total_measure": 53459}, {"ord_3": "a", "total_measure": 52317}, {"ord_3": "k", "total_measure": 42432}, {"ord_3": "i", "total_measure": 41389}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47c1589b54cdf8402711a7a77da449e7e8ff7098 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_38b3743e7d8bf3a9 +-- problem_id: v2p_c14_b9edbd15a56fa0d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", SUM("ord_0") AS total_measure +FROM "c14" +GROUP BY "ord_3" +HAVING SUM("ord_0") > 2.5 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78954a59cd051ebb51c7ee6d310e1e196ef44575 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_3\", SUM(\"ord_0\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING SUM(\"ord_0\") > 2.5\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_3\\\", SUM(\\\"ord_0\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING SUM(\\\"ord_0\\\") > 2.5\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"ord_3\", \"total_measure\"], \"rows\": [{\"ord_3\": \"g\", \"total_measure\": 53594}, {\"ord_3\": \"l\", \"total_measure\": 53459}, {\"ord_3\": \"a\", \"total_measure\": 52317}, {\"ord_3\": \"k\", \"total_measure\": 42432}, {\"ord_3\": \"i\", \"total_measure\": 41389}, {\"ord_3\": \"h\", \"total_measure\": 36509}, {\"ord_3\": \"j\", \"total_measure\": 36505}, {\"ord_3\": \"f\", \"total_measure\": 33270}, {\"ord_3\": \"e\", \"total_measure\": 31648}, {\"ord_3\": \"b\", \"total_measure\": 17622}, {\"ord_3\": \"o\", \"total_measure\": 16725}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 254.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f449b9467e15dff52dab3ec561b59be35081199 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:54:20.561638+00:00", + "ended_at": "2026-05-04T08:54:33.980452+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_38b3743e7d8bf3a9", + "problem_id": "v2p_c14_b9edbd15a56fa0d1", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_3, measure_col=ord_0.", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_38b3743e7d8bf3a9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_38b3743e7d8bf3a9", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13067.77, + "sql_execution_elapsed_ms_total": 254.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_38b3743e7d8bf3a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8971be0ff9a84f5a003dee8d8a1645ee03150dd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:33.713221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13067.77, "started_at": "2026-05-04T08:54:20.612645+00:00", "ended_at": "2026-05-04T08:54:33.683440+00:00", "prompt_metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3796}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 23885, "cached_input_tokens": 22912, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:54:20.867067Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:23.258087Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.5\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"ord_3\\\" and measure_col bound to \\\"ord_0\\\". SQLite will coerce numeric-looking TEXT values in \\\"ord_0\\\" during SUM.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9606f24a044e4d73a3ab2f69b5c34e20b32307df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_38b3743e7d8bf3a9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_38b3743e7d8bf3a9", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3916, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13067.77, + "sql_execution_elapsed_ms_total": 254.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_38b3743e7d8bf3a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7d18e2703bece2c5ec2384b563ae3c3c0bea9a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3804}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23893, "cached_input_tokens": 22912, "output_tokens": 134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f9f569c6614f11a941ab8056d6d0e428af9f2b2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_398ca922362a0d1c", + "api_calls": 0, + "input_tokens": 23893, + "cached_input_tokens": 22912, + "output_tokens": 134, + "total_tokens": 24027, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3804, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11990.53, + "sql_execution_elapsed_ms_total": 111.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_398ca922362a0d1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c8d879ebefc41464196e35905dd08f97cab12ced --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:11.551505+00:00", + "ended_at": "2026-05-04T08:10:23.541958+00:00", + "elapsed_ms": 11990.53, + "prompt_metrics": { + "chars": 11877, + "bytes_utf8": 11877, + "lines": 398, + "estimated_tokens": 3804 + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 394, + "bytes_utf8": 394, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 23893, + "cached_input_tokens": 22912, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f07ebe7b15384690023738eaaa500cca8c314c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_3.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_3", + "predicate_col": "nom_7", + "predicate_op": "=", + "predicate_value": "27e8d4511", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4944e77a98fae32485e3471d66270662362d7ff2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-a560-7452-98c1-39b3cb76c6e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_7\\\" = '27e8d4511'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_3\\\", predicate_col=\\\"nom_7\\\", predicate_op=\\\"=\\\", predicate_value='27e8d4511', top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23893,"cached_input_tokens":22912,"output_tokens":134}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f062c6186519f94588b189e3820e7a6b483edc64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_7\" = '27e8d4511'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_3\", predicate_col=\"nom_7\", predicate_op=\"=\", predicate_value='27e8d4511', top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c83ac6f13e103ec1bfc5e4a0b42ce9abfbe4c375 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:11.729778Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:14.353205Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:22.950731Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8c7f7348d083e1f2eb73b96c14d2bd323d864ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_3. +Result preview: [{"ord_3": "g", "support": 54}, {"ord_3": "a", "support": 47}, {"ord_3": "l", "support": 43}, {"ord_3": "i", "support": 42}, {"ord_3": "k", "support": 36}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..afb12ea6ea1efb70da92249b8ba5414b0bd390b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_398ca922362a0d1c +-- problem_id: v2p_c14_39f1bd01f77de957 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "nom_7" = '27e8d4511' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7525eac0168d3f410368d8c9646b951661f91fad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_7\" = '27e8d4511'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_7\\\" = '27e8d4511'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"ord_3\", \"support\"], \"rows\": [{\"ord_3\": \"g\", \"support\": 54}, {\"ord_3\": \"a\", \"support\": 47}, {\"ord_3\": \"l\", \"support\": 43}, {\"ord_3\": \"i\", \"support\": 42}, {\"ord_3\": \"k\", \"support\": 36}, {\"ord_3\": \"h\", \"support\": 35}, {\"ord_3\": \"j\", \"support\": 31}, {\"ord_3\": \"f\", \"support\": 28}, {\"ord_3\": \"o\", \"support\": 18}, {\"ord_3\": \"e\", \"support\": 14}, {\"ord_3\": \"b\", \"support\": 13}, {\"ord_3\": \"c\", \"support\": 11}, {\"ord_3\": \"d\", \"support\": 9}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 111.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9b4ebade541ef31cf3265e3f06b073a17101eb95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:10:11.489878+00:00", + "ended_at": "2026-05-04T08:10:23.681351+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_398ca922362a0d1c", + "problem_id": "v2p_c14_39f1bd01f77de957", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3", + "predicate_col": "nom_7", + "predicate_op": "=", + "predicate_value": "27e8d4511", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_398ca922362a0d1c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_398ca922362a0d1c", + "api_calls": 0, + "input_tokens": 23893, + "cached_input_tokens": 22912, + "output_tokens": 134, + "total_tokens": 24027, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3804, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11990.53, + "sql_execution_elapsed_ms_total": 111.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_398ca922362a0d1c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adb197e784d41b5f1b4c9a76ca72deb8f2a4825f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_398ca922362a0d1c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:23.561458+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11990.53, "started_at": "2026-05-04T08:10:11.551505+00:00", "ended_at": "2026-05-04T08:10:23.541958+00:00", "prompt_metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3804}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23893, "cached_input_tokens": 22912, "output_tokens": 134}, "stderr_preview": "2026-05-04T08:10:11.729778Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:14.353205Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=month.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "month", + "predicate_col": "ord_4", + "predicate_op": "=", + "predicate_value": "L", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d0ed165dc408bd09e68b6c49f0ede84019fd2e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-edc4-79c1-9390-a3834e39ac45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"month\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_4\\\" = 'L'\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"month\\\", predicate_col=\\\"ord_4\\\", predicate_op=\\\"=\\\", predicate_value='L', top_k=16. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23885,"cached_input_tokens":19840,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9134a74b3247ef03abf9ca103c10f9e8410e5552 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"month\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_4\" = 'L'\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required template with fixed bindings: group_col=\"month\", predicate_col=\"ord_4\", predicate_op=\"=\", predicate_value='L', top_k=16. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1606023c20ed557d8b4e9f8b242551fc4d7bdad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:35.796815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:38.202522Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:45.466998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..838b3374f5359673d357f26e05cafe487943b1a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=month. +Result preview: [{"month": "2", "support": 2900}, {"month": "1", "support": 2566}, {"month": "3", "support": 2552}, {"month": "12", "support": 1647}, {"month": "11", "support": 1646}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62335ecaea4a1def03b2db66d3beccc711c77a4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_3c280a1910fb2c0c +-- problem_id: v2p_c14_d07f39093670f97c +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS support +FROM "c14" +WHERE "ord_4" = 'L' +GROUP BY "month" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25597a3eae24d8972462edfd9db9307d6628ae09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"month\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_4\" = 'L'\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"month\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_4\\\" = 'L'\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"month\", \"support\"], \"rows\": [{\"month\": \"2\", \"support\": 2900}, {\"month\": \"1\", \"support\": 2566}, {\"month\": \"3\", \"support\": 2552}, {\"month\": \"12\", \"support\": 1647}, {\"month\": \"11\", \"support\": 1646}, {\"month\": \"4\", \"support\": 1577}, {\"month\": \"9\", \"support\": 1576}, {\"month\": \"10\", \"support\": 1437}, {\"month\": \"7\", \"support\": 1198}, {\"month\": \"8\", \"support\": 1177}, {\"month\": \"5\", \"support\": 758}, {\"month\": \"6\", \"support\": 32}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 124.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1232b7fa05cd098a8c515974649dcbcfc17e3f4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:11:35.569692+00:00", + "ended_at": "2026-05-04T08:11:46.687332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3c280a1910fb2c0c", + "problem_id": "v2p_c14_d07f39093670f97c", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=month.", + "bindings": { + "group_col": "month", + "predicate_col": "ord_4", + "predicate_op": "=", + "predicate_value": "L", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3c280a1910fb2c0c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3c280a1910fb2c0c", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 19840, + "output_tokens": 125, + "total_tokens": 24010, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3905, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10903.16, + "sql_execution_elapsed_ms_total": 124.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3c280a1910fb2c0c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86fd0e4c061062d59c6b729870a64ce6beec1802 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3c280a1910fb2c0c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:46.556817+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10903.16, "started_at": "2026-05-04T08:11:35.630181+00:00", "ended_at": "2026-05-04T08:11:46.533528+00:00", "prompt_metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3796}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23885, "cached_input_tokens": 19840, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:11:35.796815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:38.202522Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5fe2d51657c6b7e50d9353f7b6e705c34c692223 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-bc44-7bf1-a72d-fdeb7b169317"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"month\\\" and measure_col=\\\"id\\\" on the single table \\\"c14\\\". \\\"id\\\" is stored as TEXT in the schema, so SQLite will numerically coerce it during AVG where values are numeric strings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23847,"cached_input_tokens":23424,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f999342a575b3757f474ed0a1fff305ee3e47301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"month\",\n AVG(\"id\") OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"month\" and measure_col=\"id\" on the single table \"c14\". \"id\" is stored as TEXT in the schema, so SQLite will numerically coerce it during AVG where values are numeric strings."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b77aacacfce9fa25c285ad1695777e5bb0e65254 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:47.056577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:49.576645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:59.848784Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32e50c8621b9d83a329f0c719f57b713650d3495 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=id. +Result preview: [{"month": "8", "avg_measure": 150448.10005339028}, {"month": "12", "avg_measure": 150447.42564672275}, {"month": "9", "avg_measure": 150377.6374059621}, {"month": "7", "avg_measure": 150145.39875169878}, {"month": "3", "avg_measure": 150138.77676364794}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dd9a240cde67831feef51ebfdd0326debc821af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_3d068ef667bd3f48 +-- problem_id: v2p_c14_eabd1b30553a1cb4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG("id") OVER (PARTITION BY "month") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42a99cdac8fed600f374ab2d8756f311c129d723 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"month\",\n AVG(\"id\") OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"month\", \"avg_measure\"], \"rows\": [{\"month\": \"8\", \"avg_measure\": 150448.10005339028}, {\"month\": \"12\", \"avg_measure\": 150447.42564672275}, {\"month\": \"9\", \"avg_measure\": 150377.6374059621}, {\"month\": \"7\", \"avg_measure\": 150145.39875169878}, {\"month\": \"3\", \"avg_measure\": 150138.77676364794}, {\"month\": \"1\", \"avg_measure\": 150038.13077751664}, {\"month\": \"5\", \"avg_measure\": 149986.84238290132}, {\"month\": \"11\", \"avg_measure\": 149979.740711954}, {\"month\": \"4\", \"avg_measure\": 149852.18374799358}, {\"month\": \"2\", \"avg_measure\": 149544.21873965347}, {\"month\": \"10\", \"avg_measure\": 149524.29933972502}, {\"month\": \"6\", \"avg_measure\": 143238.13143872115}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 982.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b558d63a4d24b6467e402c928110b23a8bea247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:39:46.813757+00:00", + "ended_at": "2026-05-04T08:40:01.680836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3d068ef667bd3f48", + "problem_id": "v2p_c14_eabd1b30553a1cb4", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=id.", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3d068ef667bd3f48.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3d068ef667bd3f48", + "api_calls": 0, + "input_tokens": 23847, + "cached_input_tokens": 23424, + "output_tokens": 169, + "total_tokens": 24016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3756, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3864, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13799.81, + "sql_execution_elapsed_ms_total": 982.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3d068ef667bd3f48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9cd3d7516623bb4382ff143b18a8a00f4590f89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d068ef667bd3f48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:00.689560+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13799.81, "started_at": "2026-05-04T08:39:46.870598+00:00", "ended_at": "2026-05-04T08:40:00.670063+00:00", "prompt_metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3756}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23847, "cached_input_tokens": 23424, "output_tokens": 169}, "stderr_preview": "2026-05-04T08:39:47.056577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:49.576645Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=month.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "month", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47762565ec744e01bfc53f6255f84461fd14a74a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-974c-7570-8ac8-ee7510d60be0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"month\\\"\\nLIMIT 16;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=ord_1 and group_col_2=month on the single table c14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23917,"cached_input_tokens":22912,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e3bef77542ca879d300ec6ea06581d1094c05a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"month\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"month\"\nORDER BY support ASC, \"ord_1\", \"month\"\nLIMIT 16;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=ord_1 and group_col_2=month on the single table c14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5534c271690d92e3bad06e1e37b12857d805620e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:17.322621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:19.928516Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:28.921232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4b68f9f094eb3bde6d42a03617dfe4b994fd957 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=month. +Result preview: [{"ord_1": "Expert", "month": "6", "support": 39}, {"ord_1": "Master", "month": "6", "support": 51}, {"ord_1": "Contributor", "month": "6", "support": 88}, {"ord_1": "Grandmaster", "month": "6", "support": 125}, {"ord_1": "Novice", "month": "6", "support": 260}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23eeae536256d95668285d14cd834c7cbd483fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_3d8602e868bd3acb +-- problem_id: v2p_c14_c665420651783695 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "month", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "month" +ORDER BY support ASC, "ord_1", "month" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4334b0707a4e85258d5283950a217f06a23a3763 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"month\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"month\"\nORDER BY support ASC, \"ord_1\", \"month\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"month\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"month\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"month\\\"\\nLIMIT 16;\", \"columns\": [\"ord_1\", \"month\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"month\": \"6\", \"support\": 39}, {\"ord_1\": \"Master\", \"month\": \"6\", \"support\": 51}, {\"ord_1\": \"Contributor\", \"month\": \"6\", \"support\": 88}, {\"ord_1\": \"Grandmaster\", \"month\": \"6\", \"support\": 125}, {\"ord_1\": \"Novice\", \"month\": \"6\", \"support\": 260}, {\"ord_1\": \"Expert\", \"month\": \"5\", \"support\": 971}, {\"ord_1\": \"Master\", \"month\": \"5\", \"support\": 1040}, {\"ord_1\": \"Contributor\", \"month\": \"5\", \"support\": 1499}, {\"ord_1\": \"Expert\", \"month\": \"8\", \"support\": 1585}, {\"ord_1\": \"Expert\", \"month\": \"7\", \"support\": 1607}, {\"ord_1\": \"Master\", \"month\": \"8\", \"support\": 1762}, {\"ord_1\": \"Expert\", \"month\": \"10\", \"support\": 1831}, {\"ord_1\": \"Master\", \"month\": \"7\", \"support\": 1887}, {\"ord_1\": \"Master\", \"month\": \"10\", \"support\": 2026}, {\"ord_1\": \"Expert\", \"month\": \"12\", \"support\": 2065}, {\"ord_1\": \"Expert\", \"month\": \"9\", \"support\": 2108}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 453.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b175aa574ea67d36f4a945e92ac80fef58a1d43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:59:16.994146+00:00", + "ended_at": "2026-05-04T08:59:30.483680+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3d8602e868bd3acb", + "problem_id": "v2p_c14_c665420651783695", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=month.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "month", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3d8602e868bd3acb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3d8602e868bd3acb", + "api_calls": 0, + "input_tokens": 23917, + "cached_input_tokens": 22912, + "output_tokens": 141, + "total_tokens": 24058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3828, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3935, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12950.98, + "sql_execution_elapsed_ms_total": 453.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3d8602e868bd3acb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c4a5e615dd43916480b701f8aed89c3b3f0c3e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3d8602e868bd3acb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:30.022569+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12950.98, "started_at": "2026-05-04T08:59:17.049065+00:00", "ended_at": "2026-05-04T08:59:30.002925+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3828}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23917, "cached_input_tokens": 22912, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:59:17.322621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:19.928516Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3fada87cca5aa09530313bfa936b59e7f0e82a25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-e0ef-7d93-8d5b-89620046eac6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_2\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING SUM(\\\"id\\\") > 150351.84\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"ord_2\\\" and measure_col=\\\"id\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" during SUM().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58b835b970766d589321cee0890783fb82ddb37b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_2\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING SUM(\"id\") > 150351.84\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"ord_2\" and measure_col=\"id\". SQLite will coerce numeric-looking TEXT values in \"id\" during SUM()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8284fb70290c29b5973b264d60bf8f5fb594d91f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:08.420967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:10.765445Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:19.507793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27a5a9b3dfd492549eb9b82245e6b33c3d1423ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, measure_col=id. +Result preview: [{"ord_2": "Freezing", "total_measure": 15013281838}, {"ord_2": "Lava Hot", "total_measure": 9554402680}, {"ord_2": "Boiling Hot", "total_measure": 9089027426}, {"ord_2": "Cold", "total_measure": 5072901131}, {"ord_2": "Hot", "total_measure": 3324722693}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b32d87e7e23f53ed97c908c85b4f1f9f826e26b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_3dc1fa9fd7a551c1 +-- problem_id: v2p_c14_26c0695598a1c168 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", SUM("id") AS total_measure +FROM "c14" +GROUP BY "ord_2" +HAVING SUM("id") > 150351.84 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b558956bd37df4bbb121cf8e63a3068cec813938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_2\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING SUM(\"id\") > 150351.84\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_2\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING SUM(\\\"id\\\") > 150351.84\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"ord_2\", \"total_measure\"], \"rows\": [{\"ord_2\": \"Freezing\", \"total_measure\": 15013281838}, {\"ord_2\": \"Lava Hot\", \"total_measure\": 9554402680}, {\"ord_2\": \"Boiling Hot\", \"total_measure\": 9089027426}, {\"ord_2\": \"Cold\", \"total_measure\": 5072901131}, {\"ord_2\": \"Hot\", \"total_measure\": 3324722693}, {\"ord_2\": \"Warm\", \"total_measure\": 2945514232}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 292.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..186c1b9c2b584754b199d81ae450991a9d319d9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:54:08.162944+00:00", + "ended_at": "2026-05-04T08:54:20.556205+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3dc1fa9fd7a551c1", + "problem_id": "v2p_c14_26c0695598a1c168", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, measure_col=id.", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3dc1fa9fd7a551c1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3dc1fa9fd7a551c1", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 151, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12008.64, + "sql_execution_elapsed_ms_total": 292.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3dc1fa9fd7a551c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e622066804bb69d32479a48d529d5ac99c7065b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:20.257504+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12008.64, "started_at": "2026-05-04T08:54:08.221670+00:00", "ended_at": "2026-05-04T08:54:20.229908+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:54:08.420967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:10.765445Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 150351.84\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"ord_2\\\" and measure_col=\\\"id\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" during SUM().\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94937917b540052006afdf3147b1c1c15fb42f98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3dc1fa9fd7a551c1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3dc1fa9fd7a551c1", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 151, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12008.64, + "sql_execution_elapsed_ms_total": 292.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3dc1fa9fd7a551c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..263b6e7f566347e95fc17bf47aaa257a1cb02675 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..485dba7ae2172357e36faa9cd75c5163b2894906 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3fd143690dc95106", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 163, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 147, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11922.26, + "sql_execution_elapsed_ms_total": 258.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3fd143690dc95106\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6e08d0fa30493387e08647decfa4459655422353 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:59.359544+00:00", + "ended_at": "2026-05-04T08:50:11.278734+00:00", + "elapsed_ms": 11922.26, + "prompt_metrics": { + "chars": 12026, + "bytes_utf8": 12026, + "lines": 397, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 826, + "bytes_utf8": 826, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": 147 + }, + "usage": { + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99d6ccdd67c1927d599387520f5475632db61d57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_0", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fed3177bd48e7752c7aada0f061e91aaec0ae57c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-14e7-7493-9eee-a77f6b2ebaa2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=bin_0, target_col=target, target_value='0', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c0b7e79b1afd35fe8673c3218f35613d9ff93d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=bin_0, target_col=target, target_value='0', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d8dbd4aab00944b78abf43bf2b1b598418e8565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:59.590992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:01.965891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:10.422049Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b256988d76ccabb6d8af0191e353ccf90c0c3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, target_col=target. +Result preview: [{"bin_0": "0", "support": 261749, "focus_rate": 0.6945050410889821}, {"bin_0": "1", "support": 38251, "focus_rate": 0.691485189929675}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91803d7fb077479b05a85a32364be66efac31c78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_3fd143690dc95106 +-- problem_id: v2p_c14_3a7ad971c67b88b5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_0" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..46b548d015ebd30c8062628d7c03996330ef8978 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"bin_0\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 261749, \"focus_rate\": 0.6945050410889821}, {\"bin_0\": \"1\", \"support\": 38251, \"focus_rate\": 0.691485189929675}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 258.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e00b52bcba35d7f7de491405ea6985a8729ff08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:49:59.306967+00:00", + "ended_at": "2026-05-04T08:50:11.574175+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_3fd143690dc95106", + "problem_id": "v2p_c14_3a7ad971c67b88b5", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_0, target_col=target.", + "bindings": { + "group_col": "bin_0", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_3fd143690dc95106.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3fd143690dc95106", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 163, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 147, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11922.26, + "sql_execution_elapsed_ms_total": 258.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3fd143690dc95106\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb4cc3e4eb4235fc37e306569cd878ae44f60b15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:11.305342+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11922.26, "started_at": "2026-05-04T08:49:59.359544+00:00", "ended_at": "2026-05-04T08:50:11.278734+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:49:59.590992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:01.965891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=bin_0, target_col=target, target_value='0', min_support=4, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7933733d2f32929345898d3de5a2d58baf38b7fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_3fd143690dc95106/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_3fd143690dc95106", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 163, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 147, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11922.26, + "sql_execution_elapsed_ms_total": 258.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_3fd143690dc95106\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6483f0c802b0d122d76d94543b640e6debc9d207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11691, "bytes_utf8": 11691, "lines": 396, "estimated_tokens": 3748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23839, "cached_input_tokens": 22912, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..444f4a20ebcbe5d5405f0c527ce4ec344524bb96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_42136852e8169860", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 133, + "total_tokens": 23972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23941.06, + "sql_execution_elapsed_ms_total": 305.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_42136852e8169860\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..276953d3a0b0052847cebcc9c057f420df4c3aab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:11.020416+00:00", + "ended_at": "2026-05-04T08:14:34.961333+00:00", + "elapsed_ms": 23941.06, + "prompt_metrics": { + "chars": 11691, + "bytes_utf8": 11691, + "lines": 396, + "estimated_tokens": 3748 + }, + "stdout_metrics": { + "chars": 687, + "bytes_utf8": 687, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 12122, + "bytes_utf8": 12122, + "lines": 30, + "estimated_tokens": 6875 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 359, + "bytes_utf8": 359, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc6033d50ad63967a4f1572a900df4bb5a1f78a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=id.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82f1e3bfabf1c1527afbaad80d5eb90d24baf959 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-4ccf-7bf3-9fd8-5df70e73d4a5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_1\\\", AVG(\\\"id\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col=\\\"nom_1\\\" and measure_col=\\\"id\\\" exactly as bound. SQLite will coerce numeric-looking TEXT values in \\\"id\\\" when computing AVG.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":22912,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c13f87f876e335435f6a964c2c9cb8778bcccff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_1\", AVG(\"id\") AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col=\"nom_1\" and measure_col=\"id\" exactly as bound. SQLite will coerce numeric-looking TEXT values in \"id\" when computing AVG."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b3e63b5490a03392c67b045129d7d924850cd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:14:11.205983Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:21.224349Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:14:34.110024Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38dbd4f2f4372f341f5b161c30402fd092e887e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=id. +Result preview: [{"nom_1": "Square", "avg_measure": 150928.77776881665}, {"nom_1": "Circle", "avg_measure": 150327.063960343}, {"nom_1": "Star", "avg_measure": 150125.63428023702}, {"nom_1": "Trapezoid", "avg_measure": 149892.9398404839}, {"nom_1": "Triangle", "avg_measure": 149508.1039691844}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bd57c9ab9205dd06ae04743dfa73d610b504a80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_42136852e8169860 +-- problem_id: v2p_c14_bebf7dedd4731f70 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", AVG("id") AS avg_measure +FROM "c14" +GROUP BY "nom_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e6ddfed6b85aa6bd406f7b23483b77500aa46f98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_1\", AVG(\"id\") AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_1\\\", AVG(\\\"id\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_1\", \"avg_measure\"], \"rows\": [{\"nom_1\": \"Square\", \"avg_measure\": 150928.77776881665}, {\"nom_1\": \"Circle\", \"avg_measure\": 150327.063960343}, {\"nom_1\": \"Star\", \"avg_measure\": 150125.63428023702}, {\"nom_1\": \"Trapezoid\", \"avg_measure\": 149892.9398404839}, {\"nom_1\": \"Triangle\", \"avg_measure\": 149508.1039691844}, {\"nom_1\": \"Polygon\", \"avg_measure\": 148930.0909166367}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 305.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4089138c2aee0c62cbf470fddda51a8231d57655 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:14:10.960003+00:00", + "ended_at": "2026-05-04T08:14:35.288855+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_42136852e8169860", + "problem_id": "v2p_c14_bebf7dedd4731f70", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=id.", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_42136852e8169860.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_42136852e8169860", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 133, + "total_tokens": 23972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23941.06, + "sql_execution_elapsed_ms_total": 305.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_42136852e8169860\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc869f8b6b5151a4c65d97bbaccca397f40c0336 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_42136852e8169860/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:34.973774+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23941.06, "started_at": "2026-05-04T08:14:11.020416+00:00", "ended_at": "2026-05-04T08:14:34.961333+00:00", "prompt_metrics": {"chars": 11691, "bytes_utf8": 11691, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23839, "cached_input_tokens": 22912, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:14:11.205983Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:21.224349Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:14:34.110024Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T08:09:45.301026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1769483a81070159b312b9ec6d2d5709cb38421 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_2. +Result preview: [{"nom_2": "Lion", "row_count": 101295}, {"nom_2": "Cat", "row_count": 49659}, {"nom_2": "Snake", "row_count": 45979}, {"nom_2": "Dog", "row_count": 37444}, {"nom_2": "Axolotl", "row_count": 36136}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e78f3252660e0e17f3c5e8a1ec9d58d2cbdb6bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_4288e40370d7e9ed +-- problem_id: v2p_c14_dcaa3ed5adc16c21 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", COUNT(*) AS row_count +FROM "c14" +GROUP BY "nom_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3555d818cf365e0791023cf39b781e9eb53d0c16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"nom_2\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"nom_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"nom_2\", \"row_count\"], \"rows\": [{\"nom_2\": \"Lion\", \"row_count\": 101295}, {\"nom_2\": \"Cat\", \"row_count\": 49659}, {\"nom_2\": \"Snake\", \"row_count\": 45979}, {\"nom_2\": \"Dog\", \"row_count\": 37444}, {\"nom_2\": \"Axolotl\", \"row_count\": 36136}, {\"nom_2\": \"Hamster\", \"row_count\": 29487}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 234.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09ef4643182aabced304080d2ed3291a01a60f79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:09:35.935016+00:00", + "ended_at": "2026-05-04T08:09:46.277465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4288e40370d7e9ed", + "problem_id": "v2p_c14_dcaa3ed5adc16c21", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4288e40370d7e9ed.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4288e40370d7e9ed", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 101, + "total_tokens": 23915, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 85, + "estimated_total_tokens": 3808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10020.54, + "sql_execution_elapsed_ms_total": 234.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4288e40370d7e9ed\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4e8c165259c2a473de212cca9cf3f1b185d41b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4288e40370d7e9ed/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:46.031698+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10020.54, "started_at": "2026-05-04T08:09:35.991734+00:00", "ended_at": "2026-05-04T08:09:46.012221+00:00", "prompt_metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": 85}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 101}, "stderr_preview": "2026-05-04T08:09:36.210119Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:38.593178Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_0, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9d1bfb75c211efa179ef9cce887350bb4a22426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-94d3-7af0-9d07-4792a67ab0b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_3\\\", group_col_2=\\\"nom_0\\\", and target_col=\\\"target\\\", treating target value 1 as text for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":19840,"output_tokens":217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ce50fcd2374696880945f7f7a496b1d9852b6e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_0\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with group_col=\"bin_3\", group_col_2=\"nom_0\", and target_col=\"target\", treating target value 1 as text for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e4773b44aaa444aaf847ca34eb76085306bddaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:13.925992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:16.319853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:25.435550Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c644e9db415fc66c5dad82c4999021f6f9f2cbf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_0, target_col=target. +Result preview: [{"bin_3": "F", "nom_0": "Red", "target_rate": 0.3513448025199903}, {"bin_3": "T", "nom_0": "Red", "target_rate": 0.3507750952986023}, {"bin_3": "F", "nom_0": "Green", "target_rate": 0.330981408594925}, {"bin_3": "T", "nom_0": "Green", "target_rate": 0.32344730794737736}, {"bin_3": "F", "nom_0": "Blue", "target_rate": 0.24726612558735583}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4034adbfd821beab54530465f9666305877e07f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_43473ae02cec5ec5 +-- problem_id: v2p_c14_240e406d9a1af453 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_0", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53b27f8d4d94f5c51cb940dec6f3a307c53b7ddc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_0\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_0\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"nom_0\": \"Red\", \"target_rate\": 0.3513448025199903}, {\"bin_3\": \"T\", \"nom_0\": \"Red\", \"target_rate\": 0.3507750952986023}, {\"bin_3\": \"F\", \"nom_0\": \"Green\", \"target_rate\": 0.330981408594925}, {\"bin_3\": \"T\", \"nom_0\": \"Green\", \"target_rate\": 0.32344730794737736}, {\"bin_3\": \"F\", \"nom_0\": \"Blue\", \"target_rate\": 0.24726612558735583}, {\"bin_3\": \"T\", \"nom_0\": \"Blue\", \"target_rate\": 0.2365946581283184}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 449.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ba6124ebc99601b78f2a3a59631030ac6bde768 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:23:13.678775+00:00", + "ended_at": "2026-05-04T08:23:26.711771+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_43473ae02cec5ec5", + "problem_id": "v2p_c14_240e406d9a1af453", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_0, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_43473ae02cec5ec5.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_43473ae02cec5ec5", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 217, + "total_tokens": 24160, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 128, + "estimated_total_tokens": 3980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12492.82, + "sql_execution_elapsed_ms_total": 449.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_43473ae02cec5ec5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce8c3b5599e83eba74bd37a29c5f42118f511362 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43473ae02cec5ec5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:26.254166+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12492.82, "started_at": "2026-05-04T08:23:13.741417+00:00", "ended_at": "2026-05-04T08:23:26.231940+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 439, "bytes_utf8": 439, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 217}, "stderr_preview": "2026-05-04T08:23:13.925992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:16.319853Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..099ab43ef689a733713671adc3f451454320d83e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-27cf-74a0-9b0e-2377a9c9a1ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_4\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"bin_3\\\", group_col_2=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1'. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":23424,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7369f2085e6675cbab5fde3b55f90c61d7a83c61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_4\"\nORDER BY target_rate DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"bin_3\", group_col_2=\"nom_4\", target_col=\"target\", target_value='1'. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..301356057e4f530efd772560f14b7dd63ca55686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:57.097415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:59.652128Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:06.913699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd676ad8a14fc665145d1254f5fea4a8083ff8a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_4, target_col=target. +Result preview: [{"bin_3": "F", "nom_4": "Theremin", "target_rate": 0.3544180102980419}, {"bin_3": "T", "nom_4": "Theremin", "target_rate": 0.3535098631597654}, {"bin_3": "F", "nom_4": "Oboe", "target_rate": 0.33319315641530733}, {"bin_3": "T", "nom_4": "Oboe", "target_rate": 0.325904228222109}, {"bin_3": "F", "nom_4": "Piano", "target_rate": 0.3099603328173375}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f46b2b924ed5aa34041e368bc4f0a9d01e211e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_43e2ba8d15ab49ab +-- problem_id: v2p_c14_c0e2e20f2bcdb910 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "nom_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0bc3248f14df083cd4a79d1b0a98217bc1304917 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_4\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_4\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"nom_4\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"nom_4\": \"Theremin\", \"target_rate\": 0.3544180102980419}, {\"bin_3\": \"T\", \"nom_4\": \"Theremin\", \"target_rate\": 0.3535098631597654}, {\"bin_3\": \"F\", \"nom_4\": \"Oboe\", \"target_rate\": 0.33319315641530733}, {\"bin_3\": \"T\", \"nom_4\": \"Oboe\", \"target_rate\": 0.325904228222109}, {\"bin_3\": \"F\", \"nom_4\": \"Piano\", \"target_rate\": 0.3099603328173375}, {\"bin_3\": \"T\", \"nom_4\": \"Piano\", \"target_rate\": 0.2986125587751604}, {\"bin_3\": \"F\", \"nom_4\": \"Bassoon\", \"target_rate\": 0.24045240452404523}, {\"bin_3\": \"T\", \"nom_4\": \"Bassoon\", \"target_rate\": 0.23517015520432863}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 526.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..529427b90e9687c4f29fd6fbafbb5a8481f9e584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:24:56.785383+00:00", + "ended_at": "2026-05-04T08:25:08.527096+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_43e2ba8d15ab49ab", + "problem_id": "v2p_c14_c0e2e20f2bcdb910", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_4, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_43e2ba8d15ab49ab.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_43e2ba8d15ab49ab", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 23424, + "output_tokens": 147, + "total_tokens": 24090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11079.29, + "sql_execution_elapsed_ms_total": 526.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_43e2ba8d15ab49ab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..520cdaa4cc8936590e9db513a0a1386639154aca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_43e2ba8d15ab49ab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:07.992661+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11079.29, "started_at": "2026-05-04T08:24:56.893382+00:00", "ended_at": "2026-05-04T08:25:07.971806+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23943, "cached_input_tokens": 23424, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:24:57.097415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:59.652128Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5887b0e056ec0bfc1f2e5add6211de5b3068fbb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-e0f9-7a71-87b1-dd69c2485004"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group. \\\"id\\\" is stored as TEXT in the schema, so it is cast to INTEGER before ordering and returning the percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":492}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64a167decab4d04652d5a2a3bb7482003e1741e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS INTEGER) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"ord_4\",\n \"id_num\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"ord_4\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group. \"id\" is stored as TEXT in the schema, so it is cast to INTEGER before ordering and returning the percentile value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03ffef2298274d18f6fbee2474a8d6fc761c5020 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:40.778952Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:43.386999Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:58.339833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..022c2c7187c94e20878c90bc31c034018cbf341b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id. +Result preview: [{"ord_4": "N", "percentile_measure": 272415}, {"ord_4": "X", "percentile_measure": 271866}, {"ord_4": "Y", "percentile_measure": 271046}, {"ord_4": "K", "percentile_measure": 271035}, {"ord_4": "H", "percentile_measure": 270972}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..58a6a1a259542ca5762e4dfe940f550511b26850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_44aeaf70349e4b35 +-- problem_id: v2p_c14_7b5185fe0237c22f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("id" AS INTEGER) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "ord_4", + "id_num" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "ord_4", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..685fd727a4a3d950261e0c4469fd1da72e048bf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS INTEGER) AS \"id_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"ord_4\",\n \"id_num\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"ord_4\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS INTEGER) AS \\\"id_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n \\\"id_num\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_4\", \"percentile_measure\"], \"rows\": [{\"ord_4\": \"N\", \"percentile_measure\": 272415}, {\"ord_4\": \"X\", \"percentile_measure\": 271866}, {\"ord_4\": \"Y\", \"percentile_measure\": 271046}, {\"ord_4\": \"K\", \"percentile_measure\": 271035}, {\"ord_4\": \"H\", \"percentile_measure\": 270972}, {\"ord_4\": \"P\", \"percentile_measure\": 270814}, {\"ord_4\": \"F\", \"percentile_measure\": 270746}, {\"ord_4\": \"Z\", \"percentile_measure\": 270435}, {\"ord_4\": \"C\", \"percentile_measure\": 270410}, {\"ord_4\": \"V\", \"percentile_measure\": 270398}, {\"ord_4\": \"Q\", \"percentile_measure\": 270368}, {\"ord_4\": \"L\", \"percentile_measure\": 270358}, {\"ord_4\": \"E\", \"percentile_measure\": 270207}, {\"ord_4\": \"D\", \"percentile_measure\": 270138}, {\"ord_4\": \"A\", \"percentile_measure\": 269791}, {\"ord_4\": \"G\", \"percentile_measure\": 269671}, {\"ord_4\": \"R\", \"percentile_measure\": 269516}, {\"ord_4\": \"T\", \"percentile_measure\": 269429}, {\"ord_4\": \"O\", \"percentile_measure\": 269389}, {\"ord_4\": \"S\", \"percentile_measure\": 269383}, {\"ord_4\": \"W\", \"percentile_measure\": 269220}, {\"ord_4\": \"B\", \"percentile_measure\": 269181}, {\"ord_4\": \"J\", \"percentile_measure\": 269025}, {\"ord_4\": \"U\", \"percentile_measure\": 268818}, {\"ord_4\": \"I\", \"percentile_measure\": 268631}, {\"ord_4\": \"M\", \"percentile_measure\": 263042}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1174.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ee8e0bb235499d56822f65d9f975e9c43ce987d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:48:40.511250+00:00", + "ended_at": "2026-05-04T08:49:00.439362+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_44aeaf70349e4b35", + "problem_id": "v2p_c14_7b5185fe0237c22f", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=id.", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_44aeaf70349e4b35.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_44aeaf70349e4b35", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 492, + "total_tokens": 24369, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 324, + "estimated_total_tokens": 4110, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18672.0, + "sql_execution_elapsed_ms_total": 1174.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_44aeaf70349e4b35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49a1d9cbc8ee8bc47d70f3fbd3e58ca84a3ae3a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:59.256384+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18672.0, "started_at": "2026-05-04T08:48:40.564839+00:00", "ended_at": "2026-05-04T08:48:59.236517+00:00", "prompt_metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1053, "bytes_utf8": 1053, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 492}, "stderr_preview": "2026-05-04T08:48:40.778952Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:43.386999Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group. \\\"id\\\" is stored as TEXT in the schema, so it is cast to INTEGER "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df79e2e92653fafd69e7c02e7689c0dfe8ce0800 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_44aeaf70349e4b35/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_44aeaf70349e4b35", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 492, + "total_tokens": 24369, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 324, + "estimated_total_tokens": 4110, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18672.0, + "sql_execution_elapsed_ms_total": 1174.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_44aeaf70349e4b35\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73488ae8f41d4567051138eb78e4d37f8d3896cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11936, "bytes_utf8": 11936, "lines": 399, "estimated_tokens": 3814}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac1d0f7e25b96ff8f37f04a82edb2f82511bf115 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4537ed983fc362fa", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 133, + "total_tokens": 24038, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 117, + "estimated_total_tokens": 3931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10911.79, + "sql_execution_elapsed_ms_total": 308.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4537ed983fc362fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..865a423b69042ccc79a1542f5b956eaedced8b58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:27.186410+00:00", + "ended_at": "2026-05-04T08:29:38.098977+00:00", + "elapsed_ms": 10911.79, + "prompt_metrics": { + "chars": 11936, + "bytes_utf8": 11936, + "lines": 399, + "estimated_tokens": 3814 + }, + "stdout_metrics": { + "chars": 776, + "bytes_utf8": 776, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13185 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 451, + "bytes_utf8": 451, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..33ce0f1ea1691c74a4c4d6d4d86224f49930bd97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_1, condition_col=nom_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_1", + "condition_col": "nom_0", + "condition_value": "Green", + "positive_value": "Blue", + "negative_value": "Green", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dadaf5b570cce9158c85c17b406b86648f6e4a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-478f-7cc0-9f8d-912075593fe3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"nom_0\\\" = 'Green' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with fixed bindings group_col=\\\"ord_1\\\", condition_col=\\\"nom_0\\\", and condition_value='Green'. Kept to a single-table SQLite SELECT and quoted identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":22912,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29b135384401b4551465570b4ad214f9b090b763 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"nom_0\" = 'Green' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with fixed bindings group_col=\"ord_1\", condition_col=\"nom_0\", and condition_value='Green'. Kept to a single-table SQLite SELECT and quoted identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec17134b00b850328233959a85114eb10711c773 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:27.373533Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:29.874231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:37.081991Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d55796d38ab62dd803e1d80da89e414e775b21f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_1, condition_col=nom_0. +Result preview: [{"ord_1": "Contributor", "condition_rate": 0.4273284971192648}, {"ord_1": "Expert", "condition_rate": 0.42708956712547375}, {"ord_1": "Master", "condition_rate": 0.4240544683278081}, {"ord_1": "Novice", "condition_rate": 0.42401428311858624}, {"ord_1": "Grandmaster", "condition_rate": 0.4229348556077905}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb2ade4632a1dbbe0fd8031a64feb716debb159c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_4537ed983fc362fa +-- problem_id: v2p_c14_3f7c5ffb57430bdc +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "nom_0" = 'Green' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c14ac9ccf000d962ee8b145b1c4f7c4ba9985600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"nom_0\" = 'Green' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"nom_0\\\" = 'Green' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_1\", \"condition_rate\"], \"rows\": [{\"ord_1\": \"Contributor\", \"condition_rate\": 0.4273284971192648}, {\"ord_1\": \"Expert\", \"condition_rate\": 0.42708956712547375}, {\"ord_1\": \"Master\", \"condition_rate\": 0.4240544683278081}, {\"ord_1\": \"Novice\", \"condition_rate\": 0.42401428311858624}, {\"ord_1\": \"Grandmaster\", \"condition_rate\": 0.4229348556077905}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 308.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..304e5ec9c83346725b280633dd24d08d2af438cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:29:27.126300+00:00", + "ended_at": "2026-05-04T08:29:38.437070+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4537ed983fc362fa", + "problem_id": "v2p_c14_3f7c5ffb57430bdc", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_1, condition_col=nom_0.", + "bindings": { + "group_col": "ord_1", + "condition_col": "nom_0", + "condition_value": "Green", + "positive_value": "Blue", + "negative_value": "Green", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4537ed983fc362fa.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4537ed983fc362fa", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 133, + "total_tokens": 24038, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 117, + "estimated_total_tokens": 3931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10911.79, + "sql_execution_elapsed_ms_total": 308.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4537ed983fc362fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c627e6b351d59a96358e4e0fd2d557f4855f54d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4537ed983fc362fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:38.121186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10911.79, "started_at": "2026-05-04T08:29:27.186410+00:00", "ended_at": "2026-05-04T08:29:38.098977+00:00", "prompt_metrics": {"chars": 11936, "bytes_utf8": 11936, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:29:27.373533Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:29.874231Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1762b674d15fb79fd2c289d068381d708430cc41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-7b7b-7e31-8f2e-7cd6d0a97921"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":23424,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf01da42818455bfc03fb504d17503105f3109dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Uses the provided Tail Target-Rate Extremes template with group_col=\"nom_4\", target_col=\"target\", target_value='1', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fecc6a35604a195980e41f85c72a7ca3a16c1403 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:42.484687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:44.843407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:54.023697Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7ebc1c378c46b349dbc7889bdcf9ce2c6b0cc0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, target_col=target. +Result preview: [{"nom_4": "Theremin", "support": 54742, "focus_rate": 0.3539512622849001}, {"nom_4": "Oboe", "support": 92293, "focus_rate": 0.3294724410301973}, {"nom_4": "Piano", "support": 84517, "focus_rate": 0.30416365938213613}, {"nom_4": "Bassoon", "support": 68448, "focus_rate": 0.2377425198690977}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d336c868ddd9da5abf9b6c301f8d906986a2c962 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_4544be9649dd76c4 +-- problem_id: v2p_c14_5ad1fe02b4fac285 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98f7966a06ae4d613d25475ae8a4b64a185ebcd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"nom_4\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_4\": \"Theremin\", \"support\": 54742, \"focus_rate\": 0.3539512622849001}, {\"nom_4\": \"Oboe\", \"support\": 92293, \"focus_rate\": 0.3294724410301973}, {\"nom_4\": \"Piano\", \"support\": 84517, \"focus_rate\": 0.30416365938213613}, {\"nom_4\": \"Bassoon\", \"support\": 68448, \"focus_rate\": 0.2377425198690977}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 282.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01c9d0ee48186efb27f4d6d768d93902686f36d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:53:42.194671+00:00", + "ended_at": "2026-05-04T08:53:54.807250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4544be9649dd76c4", + "problem_id": "v2p_c14_5ad1fe02b4fac285", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, target_col=target.", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=117" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4544be9649dd76c4.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4544be9649dd76c4", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12247.16, + "sql_execution_elapsed_ms_total": 282.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4544be9649dd76c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd4237cf577b31a1100d214f02613a028f27af14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:54.514277+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12247.16, "started_at": "2026-05-04T08:53:42.248964+00:00", "ended_at": "2026-05-04T08:53:54.493751+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 23424, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:53:42.484687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:44.843407Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Uses the provided Tail Target-Rate Extremes template with group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa33f80796f5fe9db56c27e5933ccfe0a3c7d60e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4544be9649dd76c4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4544be9649dd76c4", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12247.16, + "sql_execution_elapsed_ms_total": 282.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4544be9649dd76c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84dd6658e9cc205bbd25304555d5d506983ff2eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 19840, "output_tokens": 151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e764ed6aa114f4b81c0ef988e2fb62f2d741d18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_45dbeec9f3ff76e1", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11072.66, + "sql_execution_elapsed_ms_total": 302.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_45dbeec9f3ff76e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8dc4e3b6f9c33744ab3a6156e04f674277f5b5ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:05.260024+00:00", + "ended_at": "2026-05-04T08:52:16.332417+00:00", + "elapsed_ms": 11072.66, + "prompt_metrics": { + "chars": 12023, + "bytes_utf8": 12023, + "lines": 397, + "estimated_tokens": 3863 + }, + "stdout_metrics": { + "chars": 771, + "bytes_utf8": 771, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c138f76afb1535953a859fb19619f15b6ed18e19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_0, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31f7f23468d5f27bdf2006c6e0f567971877588f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-009e-7593-bcc9-961b01905d1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_0\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=18.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":19840,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c83fc877ec19081d4ba8dbe64074d1ef8baaf642 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_0\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_0\", target_col=\"target\", target_value='1', min_support=4, and top_k=18."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfbbdbb343e7dd8bed47e53d303092395fdc8a8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:05.474915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:07.804476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:15.624076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48dafba622f12077cfab56a0673706f443d29d9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_0, target_col=target. +Result preview: [{"nom_0": "Red", "support": 76493, "focus_rate": 0.3510517302236806}, {"nom_0": "Green", "support": 127341, "focus_rate": 0.3271452242404253}, {"nom_0": "Blue", "support": 96166, "focus_rate": 0.24179023771395294}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..661f5bf6b259a5ec90d735a8633b553f37576ed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_45dbeec9f3ff76e1 +-- problem_id: v2p_c14_5d8a4e373726ed8e +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_0" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d781977295707943092a73ff6070274f67644ffc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_0\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\", \"columns\": [\"nom_0\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_0\": \"Red\", \"support\": 76493, \"focus_rate\": 0.3510517302236806}, {\"nom_0\": \"Green\", \"support\": 127341, \"focus_rate\": 0.3271452242404253}, {\"nom_0\": \"Blue\", \"support\": 96166, \"focus_rate\": 0.24179023771395294}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 302.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a6f14792ae2bda3a59ea8bc2439e55ce4f5ec929 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:52:05.204764+00:00", + "ended_at": "2026-05-04T08:52:16.665404+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_45dbeec9f3ff76e1", + "problem_id": "v2p_c14_5d8a4e373726ed8e", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_0, target_col=target.", + "bindings": { + "group_col": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_45dbeec9f3ff76e1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_45dbeec9f3ff76e1", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11072.66, + "sql_execution_elapsed_ms_total": 302.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_45dbeec9f3ff76e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af12eeb78a46f782dc6f14a81c6fef0687664849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:16.353862+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11072.66, "started_at": "2026-05-04T08:52:05.260024+00:00", "ended_at": "2026-05-04T08:52:16.332417+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 19840, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:52:05.474915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:07.804476Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 18;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_0\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=18.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..78f0a39811fdc8e0166d20cac833f01877639121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_45dbeec9f3ff76e1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_45dbeec9f3ff76e1", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11072.66, + "sql_execution_elapsed_ms_total": 302.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_45dbeec9f3ff76e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3668ef14cf5a3038e514b49c30b4b7f8f5685901 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3829}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 23918, "cached_input_tokens": 23424, "output_tokens": 187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..749a53a9986591f65ba307fef09f15a8408dd4a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_46a7552546656f48", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 23424, + "output_tokens": 187, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 149, + "estimated_total_tokens": 3978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13618.74, + "sql_execution_elapsed_ms_total": 371.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_46a7552546656f48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..46b028788376f9256fcc66f8d039dc7171554ead --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:15.046509+00:00", + "ended_at": "2026-05-04T08:20:28.665317+00:00", + "elapsed_ms": 13618.74, + "prompt_metrics": { + "chars": 11970, + "bytes_utf8": 11970, + "lines": 398, + "estimated_tokens": 3829 + }, + "stdout_metrics": { + "chars": 890, + "bytes_utf8": 890, + "lines": 4, + "estimated_tokens": 262 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 550, + "bytes_utf8": 550, + "lines": 1, + "estimated_tokens": 149 + }, + "usage": { + "input_tokens": 23918, + "cached_input_tokens": 23424, + "output_tokens": 187 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..645abbcd95268f8810a51ba06e3e212a2059a2b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_0, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..724d689433e89f977d0d8be055b49e846101e7ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-dadb-7380-a4bc-e618c0ba192d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the planned Grouped Summary Top-k template with fixed bindings group_col=\\\"nom_0\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_5\\\", and top_k=11. CAST was added for SQLite-safe numeric averaging because \\\"ord_0\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":23424,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a443579585c6bc0d84d38d03cf2c3dfadbc709c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_0\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the planned Grouped Summary Top-k template with fixed bindings group_col=\"nom_0\", measure_col=\"ord_0\", entity_col=\"nom_5\", and top_k=11. CAST was added for SQLite-safe numeric averaging because \"ord_0\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5224b5a0770fa6dcf26ec5e9cf0a660c3147f86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:15.249138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:17.644341Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:27.709508Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..95b59adb53e5c41a0985f2460bce8340f7621676 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_0, measure_col=ord_0. +Result preview: [{"nom_0": "Green", "support": 127341, "avg_measure": 1.479358572651385, "distinct_entities": 222}, {"nom_0": "Blue", "support": 96166, "avg_measure": 1.4773516627498284, "distinct_entities": 222}, {"nom_0": "Red", "support": 76493, "avg_measure": 1.4826977631940177, "distinct_entities": 222}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4457301952309f41ca605877aaf0d1feeff42d12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_46a7552546656f48 +-- problem_id: v2p_c14_7c421d34e42e5223 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "nom_0" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6408f7f906d9e5da4cf1547bb90bd3d903b0862a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_0\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"nom_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_0\": \"Green\", \"support\": 127341, \"avg_measure\": 1.479358572651385, \"distinct_entities\": 222}, {\"nom_0\": \"Blue\", \"support\": 96166, \"avg_measure\": 1.4773516627498284, \"distinct_entities\": 222}, {\"nom_0\": \"Red\", \"support\": 76493, \"avg_measure\": 1.4826977631940177, \"distinct_entities\": 222}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 371.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b4f351a57e97ebaed533d368c9d1fd3f40a20f2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:20:14.976884+00:00", + "ended_at": "2026-05-04T08:20:29.079543+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_46a7552546656f48", + "problem_id": "v2p_c14_7c421d34e42e5223", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_0, measure_col=ord_0.", + "bindings": { + "group_col": "nom_0", + "measure_col": "ord_0", + "entity_col": "nom_5", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_46a7552546656f48.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_46a7552546656f48", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 23424, + "output_tokens": 187, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 149, + "estimated_total_tokens": 3978, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13618.74, + "sql_execution_elapsed_ms_total": 371.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_46a7552546656f48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c11a912ef4d87bc4089a65174c32b097e561a83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_46a7552546656f48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:28.697510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13618.74, "started_at": "2026-05-04T08:20:15.046509+00:00", "ended_at": "2026-05-04T08:20:28.665317+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 550, "bytes_utf8": 550, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 23918, "cached_input_tokens": 23424, "output_tokens": 187}, "stderr_preview": "2026-05-04T08:20:15.249138Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:17.644341Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95b9e713994b5bd0f2b664b02e75c170e25c0697 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-ec45-7a12-a487-4903bf4efacb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_0\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"ord_0\\\" and measure_col=\\\"id\\\". Since \\\"id\\\" is stored as TEXT in SQLite, it is cast to REAL so AVG computes a numeric mean.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..010ed8bd71835648678ae0d91abb6fc59786c051 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_0\", AVG(CAST(\"id\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"ord_0\" and measure_col=\"id\". Since \"id\" is stored as TEXT in SQLite, it is cast to REAL so AVG computes a numeric mean."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..89865acdaef9e3c24c6517748e2ce98114f40d89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:57.568929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:00.028365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:07.872617Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8806f36969c8c30f161fedd3cbd7c1938a0aad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=id. +Result preview: [{"ord_0": "3", "avg_measure": 150297.5037193925}, {"ord_0": "1", "avg_measure": 149991.30468677828}, {"ord_0": "2", "avg_measure": 149849.87647129653}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c69e43ee6a94491b55245940eb6100243580b43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_47084f8fb97dd11e +-- problem_id: v2p_c14_cfe1b24ec30120b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", AVG(CAST("id" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_0" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c2e5fb747ad761cd00ecfcd9f71c41d43aec0ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_0\", AVG(CAST(\"id\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_0\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_0\", \"avg_measure\"], \"rows\": [{\"ord_0\": \"3\", \"avg_measure\": 150297.5037193925}, {\"ord_0\": \"1\", \"avg_measure\": 149991.30468677828}, {\"ord_0\": \"2\", \"avg_measure\": 149849.87647129653}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 252.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45d43f019c9efc11f4699d6b3eb4fafbeb2f7d04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:15:57.270508+00:00", + "ended_at": "2026-05-04T08:16:08.978491+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47084f8fb97dd11e", + "problem_id": "v2p_c14_cfe1b24ec30120b6", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=id.", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_47084f8fb97dd11e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_47084f8fb97dd11e", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 164, + "total_tokens": 24003, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11358.92, + "sql_execution_elapsed_ms_total": 252.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_47084f8fb97dd11e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58e34114499e1ed04bc1c62d044b8e3bc286e366 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47084f8fb97dd11e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:08.717851+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11358.92, "started_at": "2026-05-04T08:15:57.340741+00:00", "ended_at": "2026-05-04T08:16:08.699324+00:00", "prompt_metrics": {"chars": 11691, "bytes_utf8": 11691, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:15:57.568929Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:00.028365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d631573436732bc5fa6a7ac392da255b694a30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-b58e-7ed2-984f-69ae8947344e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"bin_2\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"bin_2\\\" and measure_col bound to \\\"id\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":23424,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67650d483d267056ef57ea63edf1748e4de2e393 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_2\",\n AVG(\"id\") OVER (PARTITION BY \"bin_2\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"bin_2\" and measure_col bound to \"id\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbde0d4f13188afa557becd3e97a40299e874442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:56.432769Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:58.874211Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:06.546759Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c872b2af9c4ba84753bb157446371a6963486390 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=id. +Result preview: [{"bin_2": "1", "avg_measure": 150233.1306026947}, {"bin_2": "0", "avg_measure": 149854.3377343501}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a5468325183eb8cec6883d12885af760bf0c46d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_471090484e17a9d1 +-- problem_id: v2p_c14_66fca8ba3f167703 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_2", + AVG("id") OVER (PARTITION BY "bin_2") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6ebe27ecba7a4d258ddf50fbd75740b25a45595 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_2\",\n AVG(\"id\") OVER (PARTITION BY \"bin_2\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"bin_2\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"bin_2\", \"avg_measure\"], \"rows\": [{\"bin_2\": \"1\", \"avg_measure\": 150233.1306026947}, {\"bin_2\": \"0\", \"avg_measure\": 149854.3377343501}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 952.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3897ffdb54553c613874bd07f163cdc278d25a4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:41:56.105219+00:00", + "ended_at": "2026-05-04T08:42:08.511033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_471090484e17a9d1", + "problem_id": "v2p_c14_66fca8ba3f167703", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=id.", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_471090484e17a9d1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_471090484e17a9d1", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 144, + "total_tokens": 23994, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 100, + "estimated_total_tokens": 3859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11376.23, + "sql_execution_elapsed_ms_total": 952.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_471090484e17a9d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba163764418686e6f13619a13315208e14805d71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_471090484e17a9d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:07.550785+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11376.23, "started_at": "2026-05-04T08:41:56.156398+00:00", "ended_at": "2026-05-04T08:42:07.531911+00:00", "prompt_metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3759}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 144}, "stderr_preview": "2026-05-04T08:41:56.432769Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:58.874211Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_2, condition_col=nom_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_2", + "condition_col": "nom_1", + "condition_value": "Polygon", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..218a070c84d87ffba315b9399a2d702dab053c11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-afd5-72a2-bf8f-a4b3df2c3352"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"nom_1\\\" = 'Polygon' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"ord_2\\\", condition_col=\\\"nom_1\\\", condition_value='Polygon'. SQLite-compatible single-table SELECT with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23907,"cached_input_tokens":23424,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b5a54752dcc626e835bf87d0bb1dfce4b63d47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"nom_1\" = 'Polygon' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;","notes":"Used the required template with fixed bindings: group_col=\"ord_2\", condition_col=\"nom_1\", condition_value='Polygon'. SQLite-compatible single-table SELECT with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa58eff2f3ce5fbf04a902d778f93940b3ed7175 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:54.073725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:56.515484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:04.466354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b6a179f8686fa7e6287caf23e2170301a625109 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_2, condition_col=nom_1. +Result preview: [{"ord_2": "Warm", "condition_rate": 0.12592856415996745}, {"ord_2": "Cold", "condition_rate": 0.12192016109926558}, {"ord_2": "Freezing", "condition_rate": 0.12059188907589966}, {"ord_2": "Boiling Hot", "condition_rate": 0.11951770663235851}, {"ord_2": "Lava Hot", "condition_rate": 0.11934343118232459}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5296e88c66ccd23fb9a8ac6e8db7e8c0e9c7749b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_47b30a45af22a57a +-- problem_id: v2p_c14_ea071977e55b6c31 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "nom_1" = 'Polygon' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb8192096187eab062d5443136bf6b94b77b3b68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"nom_1\" = 'Polygon' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"nom_1\\\" = 'Polygon' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_2\", \"condition_rate\"], \"rows\": [{\"ord_2\": \"Warm\", \"condition_rate\": 0.12592856415996745}, {\"ord_2\": \"Cold\", \"condition_rate\": 0.12192016109926558}, {\"ord_2\": \"Freezing\", \"condition_rate\": 0.12059188907589966}, {\"ord_2\": \"Boiling Hot\", \"condition_rate\": 0.11951770663235851}, {\"ord_2\": \"Lava Hot\", \"condition_rate\": 0.11934343118232459}, {\"ord_2\": \"Hot\", \"condition_rate\": 0.11881945381742925}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 378.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3b5daae816bef094c5737fd361008c4ccbd3ccc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:29:53.811631+00:00", + "ended_at": "2026-05-04T08:30:05.760105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47b30a45af22a57a", + "problem_id": "v2p_c14_ea071977e55b6c31", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_2, condition_col=nom_1.", + "bindings": { + "group_col": "ord_2", + "condition_col": "nom_1", + "condition_value": "Polygon", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_47b30a45af22a57a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_47b30a45af22a57a", + "api_calls": 0, + "input_tokens": 23907, + "cached_input_tokens": 23424, + "output_tokens": 123, + "total_tokens": 24030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3816, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11481.02, + "sql_execution_elapsed_ms_total": 378.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_47b30a45af22a57a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..741d31b7d9fd48e9e933e91f0618588a496e249f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47b30a45af22a57a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:05.375403+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11481.02, "started_at": "2026-05-04T08:29:53.873463+00:00", "ended_at": "2026-05-04T08:30:05.354310+00:00", "prompt_metrics": {"chars": 11949, "bytes_utf8": 11949, "lines": 399, "estimated_tokens": 3816}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23907, "cached_input_tokens": 23424, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:29:54.073725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:56.515484Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_4, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "item_col": "nom_9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..687b3e82a35717d4cad0237c7fb510b25478014b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-afcd-7422-95d8-57f3ba9769aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_4\\\", \\\"nom_9\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"bin_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\", \\\"nom_9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"bin_4\\\", item_col=\\\"nom_9\\\", and measure_col=\\\"id\\\". Because \\\"id\\\" is stored as TEXT in SQLite, the query casts it to NUMERIC so SUM remains SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":22912,"output_tokens":352}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..401621675eaab10505f9b65e0d84ba0419d105c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_4\", \"nom_9\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"bin_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_4\", \"nom_9\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"bin_4\", item_col=\"nom_9\", and measure_col=\"id\". Because \"id\" is stored as TEXT in SQLite, the query casts it to NUMERIC so SUM remains SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a361b2a227b24d8b7594d08d61a6b7dffd62ac42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:10.661621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:13.078301Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:24.842272Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5605feb22b90e76f40534ffbd520ee691db1a767 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_4, measure_col=id. +Result preview: [{"bin_4": "N", "nom_9": "8e0450be1", "total_measure": 4898701, "share_within_group": 0.030132813360934672}, {"bin_4": "N", "nom_9": "4a1dc5715", "total_measure": 4874094, "share_within_group": 0.02998145116545213}, {"bin_4": "N", "nom_9": "488795af2", "total_measure": 4775317, "share_within_group": 0.029373855620152867}, {"bin_4": "N", "nom_9": "f12f038cc", "total_measure": 4772958, "share_within_group": 0.029359344976062025}, {"bin_4": "N", "nom_9": "545c8ac83", "total_measure": 4732860, "share_within_group": 0.02911269478243993}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9e7fe0dbc2209f8fadaa3d033ae8fcb7b41a01e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_47d041e9e4d6ab41 +-- problem_id: v2p_c14_9b3bb876ed046102 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", "nom_9", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "bin_4") AS share_within_group +FROM "c14" +GROUP BY "bin_4", "nom_9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..438f30c2d9e3d497c196cf146c853c05f4e5f2c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_4\", \"nom_9\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"bin_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_4\", \"nom_9\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_4\\\", \\\"nom_9\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"bin_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\", \\\"nom_9\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"bin_4\", \"nom_9\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_4\": \"N\", \"nom_9\": \"8e0450be1\", \"total_measure\": 4898701, \"share_within_group\": 0.030132813360934672}, {\"bin_4\": \"N\", \"nom_9\": \"4a1dc5715\", \"total_measure\": 4874094, \"share_within_group\": 0.02998145116545213}, {\"bin_4\": \"N\", \"nom_9\": \"488795af2\", \"total_measure\": 4775317, \"share_within_group\": 0.029373855620152867}, {\"bin_4\": \"N\", \"nom_9\": \"f12f038cc\", \"total_measure\": 4772958, \"share_within_group\": 0.029359344976062025}, {\"bin_4\": \"N\", \"nom_9\": \"545c8ac83\", \"total_measure\": 4732860, \"share_within_group\": 0.02911269478243993}, {\"bin_4\": \"N\", \"nom_9\": \"dccd17eb3\", \"total_measure\": 4680805, \"share_within_group\": 0.028792494876484564}, {\"bin_4\": \"N\", \"nom_9\": \"7be800d91\", \"total_measure\": 4607084, \"share_within_group\": 0.02833902340848081}, {\"bin_4\": \"N\", \"nom_9\": \"44ffd907d\", \"total_measure\": 4554852, \"share_within_group\": 0.0280177347428798}, {\"bin_4\": \"Y\", \"nom_9\": \"b37f33d00\", \"total_measure\": 7981649, \"share_within_group\": 0.027769194022962736}, {\"bin_4\": \"N\", \"nom_9\": \"21fdc2588\", \"total_measure\": 4478281, \"share_within_group\": 0.027546732399225813}, {\"bin_4\": \"N\", \"nom_9\": \"2414a04be\", \"total_measure\": 4472579, \"share_within_group\": 0.02751165834555647}, {\"bin_4\": \"N\", \"nom_9\": \"412859a59\", \"total_measure\": 4462914, \"share_within_group\": 0.027452207147956653}, {\"bin_4\": \"N\", \"nom_9\": \"1fba7bcfe\", \"total_measure\": 4440012, \"share_within_group\": 0.027311332721942055}, {\"bin_4\": \"N\", \"nom_9\": \"11ca62cb0\", \"total_measure\": 4422546, \"share_within_group\": 0.027203896134536113}, {\"bin_4\": \"N\", \"nom_9\": \"f1f881e1c\", \"total_measure\": 4419648, \"share_within_group\": 0.027186070002032825}, {\"bin_4\": \"N\", \"nom_9\": \"5561ba893\", \"total_measure\": 4415489, \"share_within_group\": 0.027160487225952365}, {\"bin_4\": \"N\", \"nom_9\": \"fe5220394\", \"total_measure\": 4388517, \"share_within_group\": 0.02699457747927235}, {\"bin_4\": \"N\", \"nom_9\": \"ee90398d6\", \"total_measure\": 4385260, \"share_within_group\": 0.026974543071555578}, {\"bin_4\": \"N\", \"nom_9\": \"1903e8cdf\", \"total_measure\": 4372781, \"share_within_group\": 0.026897782440945317}, {\"bin_4\": \"Y\", \"nom_9\": \"d1cddf499\", \"total_measure\": 7722276, \"share_within_group\": 0.026866801652499203}, {\"bin_4\": \"Y\", \"nom_9\": \"8e6834928\", \"total_measure\": 7719385, \"share_within_group\": 0.026856743487836687}, {\"bin_4\": \"N\", \"nom_9\": \"f73acd9cb\", \"total_measure\": 4364438, \"share_within_group\": 0.02684646310917343}, {\"bin_4\": \"N\", \"nom_9\": \"161490de0\", \"total_measure\": 4358527, \"share_within_group\": 0.026810103457956407}, {\"bin_4\": \"N\", \"nom_9\": \"96ce228a8\", \"total_measure\": 4342334, \"share_within_group\": 0.0267104973283409}, {\"bin_4\": \"N\", \"nom_9\": \"28248c941\", \"total_measure\": 4338005, \"share_within_group\": 0.026683868850905866}, {\"bin_4\": \"Y\", \"nom_9\": \"163cc60fa\", \"total_measure\": 7664463, \"share_within_group\": 0.02666566271315853}, {\"bin_4\": \"Y\", \"nom_9\": \"b043b3d84\", \"total_measure\": 7663754, \"share_within_group\": 0.026663196010029602}, {\"bin_4\": \"N\", \"nom_9\": \"a16b1d8cd\", \"total_measure\": 4230699, \"share_within_group\": 0.02602380985352912}, {\"bin_4\": \"Y\", \"nom_9\": \"a92c41029\", \"total_measure\": 7443064, \"share_within_group\": 0.025895386823115013}, {\"bin_4\": \"N\", \"nom_9\": \"4b5ede9d4\", \"total_measure\": 4205356, \"share_within_group\": 0.025867920386299714}, {\"bin_4\": \"Y\", \"nom_9\": \"0669299aa\", \"total_measure\": 7424106, \"share_within_group\": 0.025829429477673322}, {\"bin_4\": \"Y\", \"nom_9\": \"8055610e2\", \"total_measure\": 7413026, \"share_within_group\": 0.02579088071791523}, {\"bin_4\": \"N\", \"nom_9\": \"f4a30febc\", \"total_measure\": 4191637, \"share_within_group\": 0.025783532286985492}, {\"bin_4\": \"N\", \"nom_9\": \"ae32b58db\", \"total_measure\": 4188585, \"share_within_group\": 0.025764758872078648}, {\"bin_4\": \"N\", \"nom_9\": \"33a081789\", \"total_measure\": 4179398, \"share_within_group\": 0.025708247940640517}, {\"bin_4\": \"N\", \"nom_9\": \"635410fdc\", \"total_measure\": 4177910, \"share_within_group\": 0.025699094978195766}, {\"bin_4\": \"N\", \"nom_9\": \"8d6df457e\", \"total_measure\": 4172558, \"share_within_group\": 0.025666173839079962}, {\"bin_4\": \"N\", \"nom_9\": \"c0cb3d0b4\", \"total_measure\": 4123765, \"share_within_group\": 0.025366039096763562}, {\"bin_4\": \"N\", \"nom_9\": \"2590efc39\", \"total_measure\": 4119957, \"share_within_group\": 0.025342615386421078}, {\"bin_4\": \"N\", \"nom_9\": \"1d57a05d2\", \"total_measure\": 4109053, \"share_within_group\": 0.025275542871301737}, {\"bin_4\": \"N\", \"nom_9\": \"ce51a424b\", \"total_measure\": 4107447, \"share_within_group\": 0.02526566406909322}, {\"bin_4\": \"N\", \"nom_9\": \"3181578a6\", \"total_measure\": 4101108, \"share_within_group\": 0.025226671710936444}, {\"bin_4\": \"Y\", \"nom_9\": \"f0868d00b\", \"total_measure\": 7244426, \"share_within_group\": 0.025204299409682867}, {\"bin_4\": \"N\", \"nom_9\": \"0fbc05f0c\", \"total_measure\": 4090667, \"share_within_group\": 0.02516244719421221}, {\"bin_4\": \"N\", \"nom_9\": \"2dbda5cf3\", \"total_measure\": 4085815, \"share_within_group\": 0.025132601647315747}, {\"bin_4\": \"N\", \"nom_9\": \"2ea8810fa\", \"total_measure\": 4082583, \"share_within_group\": 0.02511272101920994}, {\"bin_4\": \"N\", \"nom_9\": \"8aa1988ee\", \"total_measure\": 4080050, \"share_within_group\": 0.02509714006902677}, {\"bin_4\": \"N\", \"nom_9\": \"2e89cd6fe\", \"total_measure\": 4074275, \"share_within_group\": 0.025061616978893406}, {\"bin_4\": \"N\", \"nom_9\": \"e8be2364b\", \"total_measure\": 4070651, \"share_within_group\": 0.025039325086487638}, {\"bin_4\": \"Y\", \"nom_9\": \"fe7aa1794\", \"total_measure\": 7179580, \"share_within_group\": 0.024978691749459644}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 634.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa348d0c5c657d8927d053dbcaf3db9b71832160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:33:10.398721+00:00", + "ended_at": "2026-05-04T08:33:26.159785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47d041e9e4d6ab41", + "problem_id": "v2p_c14_9b3bb876ed046102", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_4, measure_col=id.", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "item_col": "nom_9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_47d041e9e4d6ab41.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_47d041e9e4d6ab41", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 352, + "total_tokens": 24310, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 170, + "estimated_total_tokens": 4037, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15036.02, + "sql_execution_elapsed_ms_total": 634.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_47d041e9e4d6ab41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d01afdf78bcc08413c0a72a6e89a7be4c4bfa64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47d041e9e4d6ab41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:25.513761+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15036.02, "started_at": "2026-05-04T08:33:10.456995+00:00", "ended_at": "2026-05-04T08:33:25.494608+00:00", "prompt_metrics": {"chars": 12086, "bytes_utf8": 12086, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 568, "bytes_utf8": 568, "lines": 1, "estimated_tokens": 170}, "usage": {"input_tokens": 23958, "cached_input_tokens": 22912, "output_tokens": 352}, "stderr_preview": "2026-05-04T08:33:10.661621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:13.078301Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fefdf2508c19dea415dbaf0a00ba7362cae10b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_47f5290a08f356fe\n-- problem_id: v2p_c14_d12a7fe119c083ae\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_47f5290a08f356fe\\n-- problem_id: v2p_c14_d12a7fe119c083ae\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 156399.44827586206}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 149419.17603305785}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 150886.67896060352}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 152305.86808510637}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 151723.98374679213}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 148820.65724078834}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 148995.41545064378}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 151132.24719101124}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 148702.12717770034}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 149435.38394415358}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 149528.91315789474}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 147377.82337434095}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 148131.8328935796}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 147366.74758135443}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 152593.27007943514}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 145813.5895851721}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 150926.0462222222}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 151589.17008014247}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 149450.87131367292}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 150432.20143240824}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 151095.76254480286}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 152200.48922800718}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 150369.10143626572}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 151226.59568733154}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 150159.19407008085}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 146719.45626690713}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 151740.29810298103}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 146780.6724137931}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 148090.31335149863}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 149675.4609090909}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 149845.0821167883}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 151212.83196347032}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 144054.10146252284}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 149754.9405306496}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 153365.9367552704}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 151243.86434463796}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 150211.58839779007}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 150516.28307123034}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 147296.96392229418}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 147177.57407407407}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 152158.86325581395}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 145460.0587138863}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 148232.92056074768}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 149407.13627819548}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 151665.2900188324}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 146899.98020735156}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 150017.0924528302}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 146624.0425733207}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 153196.8557874763}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 146918.14339981007}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 311.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0bf6686fa2df948083908d8e0f1ebf1a9d968190 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:18.620013+00:00", + "ended_at": "2026-05-04T09:00:18.939060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47f5290a08f356fe", + "problem_id": "v2p_c14_d12a7fe119c083ae", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_47f5290a08f356fe.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f5290a08f356fe/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5a21b64a87fca00d4e942e9327f9d05219d1825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "g", "support": 36405, "support_share": 0.12135, "support_rank": 1}, {"value_label": "l", "support": 36124, "support_share": 0.12041333333333333, "support_rank": 2}, {"value_label": "a", "support": 35276, "support_share": 0.11758666666666667, "support_rank": 3}, {"value_label": "k", "support": 28619, "support_share": 0.09539666666666667, "support_rank": 4}, {"value_label": "i", "support": 28048, "support_share": 0.09349333333333333, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d556e500b57fb9d941960261db6678297a50b7fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_47f72dc4a9768029 +-- problem_id: v2p_c14_cb740e6987392a60 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02dabd556135b5c9c552d0f190f581fc91b7e141 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_47f72dc4a9768029\n-- problem_id: v2p_c14_cb740e6987392a60\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ord_3\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"ord_3\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_47f72dc4a9768029\\n-- problem_id: v2p_c14_cb740e6987392a60\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ord_3\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"ord_3\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"g\", \"support\": 36405, \"support_share\": 0.12135, \"support_rank\": 1}, {\"value_label\": \"l\", \"support\": 36124, \"support_share\": 0.12041333333333333, \"support_rank\": 2}, {\"value_label\": \"a\", \"support\": 35276, \"support_share\": 0.11758666666666667, \"support_rank\": 3}, {\"value_label\": \"k\", \"support\": 28619, \"support_share\": 0.09539666666666667, \"support_rank\": 4}, {\"value_label\": \"i\", \"support\": 28048, \"support_share\": 0.09349333333333333, \"support_rank\": 5}, {\"value_label\": \"h\", \"support\": 24740, \"support_share\": 0.08246666666666666, \"support_rank\": 6}, {\"value_label\": \"j\", \"support\": 24647, \"support_share\": 0.08215666666666667, \"support_rank\": 7}, {\"value_label\": \"f\", \"support\": 22384, \"support_share\": 0.07461333333333334, \"support_rank\": 8}, {\"value_label\": \"e\", \"support\": 21331, \"support_share\": 0.07110333333333334, \"support_rank\": 9}, {\"value_label\": \"b\", \"support\": 11916, \"support_share\": 0.03972, \"support_rank\": 10}, {\"value_label\": \"o\", \"support\": 11320, \"support_share\": 0.037733333333333334, \"support_rank\": 11}, {\"value_label\": \"d\", \"support\": 7904, \"support_share\": 0.026346666666666668, \"support_rank\": 12}, {\"value_label\": \"c\", \"support\": 6944, \"support_share\": 0.023146666666666666, \"support_rank\": 13}, {\"value_label\": \"n\", \"support\": 4014, \"support_share\": 0.01338, \"support_rank\": 14}, {\"value_label\": \"m\", \"support\": 328, \"support_share\": 0.0010933333333333333, \"support_rank\": 15}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 232.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43754f669be7ba3b47c194163cf568dc39773801 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:15.027989+00:00", + "ended_at": "2026-05-04T09:00:15.265886+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_47f72dc4a9768029", + "problem_id": "v2p_c14_cb740e6987392a60", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_47f72dc4a9768029.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_47f72dc4a9768029/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c34555250275455913ccaff5132192fc7d850fb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3803}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23892, "cached_input_tokens": 22912, "output_tokens": 202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c7bbabbf168f628dd3f7a3ad9d16bd556812fe99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4965737b5aaf5326", + "api_calls": 0, + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 202, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3803, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3933, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12216.41, + "sql_execution_elapsed_ms_total": 150.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4965737b5aaf5326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c163e64295c4d7c90736d65447191d4fe9794d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:09:59.095946+00:00", + "ended_at": "2026-05-04T08:10:11.307868+00:00", + "elapsed_ms": 12216.41, + "prompt_metrics": { + "chars": 11877, + "bytes_utf8": 11877, + "lines": 398, + "estimated_tokens": 3803 + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 456, + "bytes_utf8": 456, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 202 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..365795fa60ff029181793d080d6254897ab9d786 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_2", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec23c110904ac624c6c4d9a0436ff752bfd57970 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-74b6-7860-ac8e-005862fe8fef"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col bound to \\\"ord_2\\\" and predicate_col bound to \\\"ord_0\\\". CAST(\\\"ord_0\\\" AS REAL) is needed because the SQLite schema shows \\\"ord_0\\\" as TEXT while the planned predicate value is numeric (2.5).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23892,"cached_input_tokens":22912,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..299c9ffffce77024de9de41e92b24e2657b0a03f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the required template with group_col bound to \"ord_2\" and predicate_col bound to \"ord_0\". CAST(\"ord_0\" AS REAL) is needed because the SQLite schema shows \"ord_0\" as TEXT while the planned predicate value is numeric (2.5)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fc99f28de39878c4accac2a50216694d6f7b311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:59.279194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:01.624945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:10.239765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14612839ef9f0db775b3b0b72cc388b8e34177a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_2. +Result preview: [{"ord_2": "Freezing", "support": 12971}, {"ord_2": "Lava Hot", "support": 8282}, {"ord_2": "Boiling Hot", "support": 7776}, {"ord_2": "Cold", "support": 4343}, {"ord_2": "Hot", "support": 2812}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..41ccf8faf8b42795ae1b80857c190750fef036a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_4965737b5aaf5326 +-- problem_id: v2p_c14_76bb90fde76af3fc +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dd766eedb2277e88e37c596e647e21c703a2ce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"ord_2\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"ord_2\", \"support\"], \"rows\": [{\"ord_2\": \"Freezing\", \"support\": 12971}, {\"ord_2\": \"Lava Hot\", \"support\": 8282}, {\"ord_2\": \"Boiling Hot\", \"support\": 7776}, {\"ord_2\": \"Cold\", \"support\": 4343}, {\"ord_2\": \"Hot\", \"support\": 2812}, {\"ord_2\": \"Warm\", \"support\": 2532}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 150.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c9edcdcfee1b6263dc47d455de6b1a4ffab58a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:09:59.035543+00:00", + "ended_at": "2026-05-04T08:10:11.489878+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4965737b5aaf5326", + "problem_id": "v2p_c14_76bb90fde76af3fc", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_2.", + "bindings": { + "group_col": "ord_2", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4965737b5aaf5326.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4965737b5aaf5326", + "api_calls": 0, + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 202, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3803, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3933, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12216.41, + "sql_execution_elapsed_ms_total": 150.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4965737b5aaf5326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..651956cffdc1420439c71f16e66490149d85cd3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:11.331831+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12216.41, "started_at": "2026-05-04T08:09:59.095946+00:00", "ended_at": "2026-05-04T08:10:11.307868+00:00", "prompt_metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3803}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23892, "cached_input_tokens": 22912, "output_tokens": 202}, "stderr_preview": "2026-05-04T08:09:59.279194Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:01.624945Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.5\\nGROUP BY \\\"ord_2\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col bound to \\\"ord_2\\\" and predicate_col bound to \\\"ord_0\\\". CAST(\\\"ord_0\\\" AS REAL) is needed because the SQLite schema shows \\\"ord_0\\\" as TEXT while the planned predicate value is numeric (2.5).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44a325dd8aab7156ee47cbb2f1ca09ca691d5fc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4965737b5aaf5326/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4965737b5aaf5326", + "api_calls": 0, + "input_tokens": 23892, + "cached_input_tokens": 22912, + "output_tokens": 202, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3803, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3933, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12216.41, + "sql_execution_elapsed_ms_total": 150.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4965737b5aaf5326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dcd5a3d87099fddcd9e13637b06e90134c1172b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12086, "bytes_utf8": 12086, "lines": 398, "estimated_tokens": 3867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 23958, "cached_input_tokens": 23424, "output_tokens": 320}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..133c31aec76f2b3caf2fcb7780ca3ff33107fedc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4978b7d7311b2764", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 320, + "total_tokens": 24278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 160, + "estimated_total_tokens": 4027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16045.01, + "sql_execution_elapsed_ms_total": 539.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4978b7d7311b2764\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a519815eae2621f76addc9ba994717408a745923 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:35:17.089587+00:00", + "ended_at": "2026-05-04T08:35:33.134977+00:00", + "elapsed_ms": 16045.01, + "prompt_metrics": { + "chars": 12086, + "bytes_utf8": 12086, + "lines": 398, + "estimated_tokens": 3867 + }, + "stdout_metrics": { + "chars": 872, + "bytes_utf8": 872, + "lines": 4, + "estimated_tokens": 283 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": 160 + }, + "usage": { + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 320 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc1d15fe2e9f8643f4b84e848edc55cd6464c01e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23762e24aff08363b80b5c27b4898677c1311dc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-9e73-7893-b438-49fb4bd9dec1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_3\\\", \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"nom_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided template with group_col=\\\"nom_3\\\", item_col=\\\"nom_5\\\", and measure_col=\\\"id\\\". CAST was added because \\\"id\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":23424,"output_tokens":320}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f3bb3af532fdf3d60a63000dcb94d54e94ebbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_3\", \"nom_5\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"nom_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_3\", \"nom_5\"\nORDER BY share_within_group DESC;","notes":"Used the provided template with group_col=\"nom_3\", item_col=\"nom_5\", and measure_col=\"id\". CAST was added because \"id\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9ea7cabb6342e5850fca58c4a2b5618c9c1674b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:17.293345Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:19.673726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:32.134748Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14cb6c57d56f8b6e13fb0c7f44654fb96ebccd9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=id. +Result preview: [{"nom_3": "Finland", "nom_5": "06eeaf0aa", "total_measure": 57675845, "share_within_group": 1.04017821501543}, {"nom_3": "Costa Rica", "nom_5": "f7821e391", "total_measure": 55560633, "share_within_group": 1.030659725288612}, {"nom_3": "India", "nom_5": "b97f51ac4", "total_measure": 45206620, "share_within_group": 1.0041628547792363}, {"nom_3": "Finland", "nom_5": "20b10a832", "total_measure": 54972439, "share_within_group": 0.9914225526139168}, {"nom_3": "China", "nom_5": "416a8f3ab", "total_measure": 68359783, "share_within_group": 0.989541835408205}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa0668de4126e8967941ae3937f32a5143d90720 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_4978b7d7311b2764 +-- problem_id: v2p_c14_1308afe4fb80b14e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", "nom_5", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "nom_3") AS share_within_group +FROM "c14" +GROUP BY "nom_3", "nom_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3f47bf871e9e636150eb77e62acdbc6e13fc256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_3\", \"nom_5\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"nom_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_3\", \"nom_5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_3\\\", \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"nom_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"nom_3\", \"nom_5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_3\": \"Finland\", \"nom_5\": \"06eeaf0aa\", \"total_measure\": 57675845, \"share_within_group\": 1.04017821501543}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"f7821e391\", \"total_measure\": 55560633, \"share_within_group\": 1.030659725288612}, {\"nom_3\": \"India\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 45206620, \"share_within_group\": 1.0041628547792363}, {\"nom_3\": \"Finland\", \"nom_5\": \"20b10a832\", \"total_measure\": 54972439, \"share_within_group\": 0.9914225526139168}, {\"nom_3\": \"China\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 68359783, \"share_within_group\": 0.989541835408205}, {\"nom_3\": \"India\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 44514220, \"share_within_group\": 0.9887827542397768}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"472efea17\", \"total_measure\": 53181337, \"share_within_group\": 0.9865233569765323}, {\"nom_3\": \"Canada\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 73566186, \"share_within_group\": 0.982054872426759}, {\"nom_3\": \"Canada\", \"nom_5\": \"20b10a832\", \"total_measure\": 73085181, \"share_within_group\": 0.9756338068585151}, {\"nom_3\": \"Canada\", \"nom_5\": \"640e1fdd5\", \"total_measure\": 73034107, \"share_within_group\": 0.9749520062476431}, {\"nom_3\": \"India\", \"nom_5\": \"e9f44a509\", \"total_measure\": 43700422, \"share_within_group\": 0.9707060716014014}, {\"nom_3\": \"India\", \"nom_5\": \"4e28ceffa\", \"total_measure\": 43540907, \"share_within_group\": 0.9671628065269475}, {\"nom_3\": \"Finland\", \"nom_5\": \"83b38aa6b\", \"total_measure\": 53201143, \"share_within_group\": 0.9594774027588263}, {\"nom_3\": \"Finland\", \"nom_5\": \"778fdbe56\", \"total_measure\": 53141137, \"share_within_group\": 0.9583952004266331}, {\"nom_3\": \"Finland\", \"nom_5\": \"de04b8750\", \"total_measure\": 53058225, \"share_within_group\": 0.9568998906281662}, {\"nom_3\": \"India\", \"nom_5\": \"778fdbe56\", \"total_measure\": 42989794, \"share_within_group\": 0.9549210772539793}, {\"nom_3\": \"India\", \"nom_5\": \"66669a44f\", \"total_measure\": 42869041, \"share_within_group\": 0.9522388223717706}, {\"nom_3\": \"Canada\", \"nom_5\": \"9ad6558d1\", \"total_measure\": 71314240, \"share_within_group\": 0.9519930374725595}, {\"nom_3\": \"Finland\", \"nom_5\": \"72f8028dc\", \"total_measure\": 52618766, \"share_within_group\": 0.9489742906097794}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"475e79160\", \"total_measure\": 51075115, \"share_within_group\": 0.9474525604304088}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"6c90f81cd\", \"total_measure\": 51068132, \"share_within_group\": 0.9473230245257028}, {\"nom_3\": \"Canada\", \"nom_5\": \"778fdbe56\", \"total_measure\": 70955168, \"share_within_group\": 0.9471996884310308}, {\"nom_3\": \"Canada\", \"nom_5\": \"472efea17\", \"total_measure\": 70900726, \"share_within_group\": 0.9464729274791356}, {\"nom_3\": \"Russia\", \"nom_5\": \"eb69430d6\", \"total_measure\": 143479563, \"share_within_group\": 0.9462435370813126}, {\"nom_3\": \"Finland\", \"nom_5\": \"4845cc770\", \"total_measure\": 52270794, \"share_within_group\": 0.9426986496749072}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 50710284, \"share_within_group\": 0.940684879827548}, {\"nom_3\": \"Finland\", \"nom_5\": \"46cab09da\", \"total_measure\": 52146332, \"share_within_group\": 0.9404539896964145}, {\"nom_3\": \"China\", \"nom_5\": \"4e28ceffa\", \"total_measure\": 64953458, \"share_within_group\": 0.9402335880064124}, {\"nom_3\": \"China\", \"nom_5\": \"06eeaf0aa\", \"total_measure\": 64946632, \"share_within_group\": 0.9401347782637235}, {\"nom_3\": \"Canada\", \"nom_5\": \"475e79160\", \"total_measure\": 70287905, \"share_within_group\": 0.9382922145497548}, {\"nom_3\": \"Russia\", \"nom_5\": \"f7821e391\", \"total_measure\": 142065290, \"share_within_group\": 0.936916447857333}, {\"nom_3\": \"India\", \"nom_5\": \"06eeaf0aa\", \"total_measure\": 42105637, \"share_within_group\": 0.9352815285066267}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"5b1a9f841\", \"total_measure\": 50401023, \"share_within_group\": 0.9349480327095089}, {\"nom_3\": \"Canada\", \"nom_5\": \"f7821e391\", \"total_measure\": 69817303, \"share_within_group\": 0.9320100214362803}, {\"nom_3\": \"Canada\", \"nom_5\": \"72f8028dc\", \"total_measure\": 69774571, \"share_within_group\": 0.931439580434914}, {\"nom_3\": \"China\", \"nom_5\": \"f7821e391\", \"total_measure\": 64225155, \"share_within_group\": 0.9296910400970181}, {\"nom_3\": \"Russia\", \"nom_5\": \"475e79160\", \"total_measure\": 140660170, \"share_within_group\": 0.9276497224016408}, {\"nom_3\": \"Finland\", \"nom_5\": \"4e28ceffa\", \"total_measure\": 51431866, \"share_within_group\": 0.9275686653709674}, {\"nom_3\": \"Russia\", \"nom_5\": \"83b38aa6b\", \"total_measure\": 140199567, \"share_within_group\": 0.9246120590383208}, {\"nom_3\": \"India\", \"nom_5\": \"6c90f81cd\", \"total_measure\": 41621979, \"share_within_group\": 0.9245381595483455}, {\"nom_3\": \"China\", \"nom_5\": \"472efea17\", \"total_measure\": 63839816, \"share_within_group\": 0.9241130665491154}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"eb69430d6\", \"total_measure\": 49808249, \"share_within_group\": 0.9239519684998331}, {\"nom_3\": \"China\", \"nom_5\": \"20b10a832\", \"total_measure\": 63751825, \"share_within_group\": 0.9228393530904375}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"5a466e166\", \"total_measure\": 49416112, \"share_within_group\": 0.9166777566906281}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 49407659, \"share_within_group\": 0.9165209520217925}, {\"nom_3\": \"China\", \"nom_5\": \"72f8028dc\", \"total_measure\": 63312931, \"share_within_group\": 0.9164861442993908}, {\"nom_3\": \"China\", \"nom_5\": \"4845cc770\", \"total_measure\": 63294076, \"share_within_group\": 0.9162132088029948}, {\"nom_3\": \"Russia\", \"nom_5\": \"5a94fc1d9\", \"total_measure\": 138264224, \"share_within_group\": 0.9118485283479913}, {\"nom_3\": \"Finland\", \"nom_5\": \"0b3bec656\", \"total_measure\": 50461233, \"share_within_group\": 0.9100633942930132}, {\"nom_3\": \"India\", \"nom_5\": \"f7821e391\", \"total_measure\": 40906654, \"share_within_group\": 0.9086488319654614}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 539.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc315b8dd1329c09ae95872ab4be37ff25eadfce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:35:17.030843+00:00", + "ended_at": "2026-05-04T08:35:33.704887+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4978b7d7311b2764", + "problem_id": "v2p_c14_1308afe4fb80b14e", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=id.", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4978b7d7311b2764.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4978b7d7311b2764", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 320, + "total_tokens": 24278, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 160, + "estimated_total_tokens": 4027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16045.01, + "sql_execution_elapsed_ms_total": 539.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4978b7d7311b2764\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09c6713292d08058fe2f7a37853d06937458289f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4978b7d7311b2764/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:33.153893+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16045.01, "started_at": "2026-05-04T08:35:17.089587+00:00", "ended_at": "2026-05-04T08:35:33.134977+00:00", "prompt_metrics": {"chars": 12086, "bytes_utf8": 12086, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 23958, "cached_input_tokens": 23424, "output_tokens": 320}, "stderr_preview": "2026-05-04T08:35:17.293345Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:19.673726Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b3f082d2a68058bb75c6834b15c12653c9b38ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-5f77-7453-8092-5c510117531a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ord_0\\\",\\n \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"ord_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"ord_0\\\", item_col=\\\"nom_7\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":22912,"output_tokens":305}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8e9df0a575cd7f08d34b7ffb55f4945d81d5c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ord_0\",\n \"nom_7\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"ord_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"ord_0\", \"nom_7\"\nORDER BY share_within_group DESC\nLIMIT 12;","notes":"Used the provided Within-Group Share of Total template with group_col=\"ord_0\", item_col=\"nom_7\", and measure_col=\"day\". Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54c5ef594688524385fbb20c08dcd0c5609f945d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:36:06.718783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:09.162042Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:27.527615Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e239d4194093e83bf6d7b7a912e935c27b3313e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, measure_col=day. +Result preview: [{"ord_0": "3", "nom_7": "6f3940b72", "total_measure": 257.0, "share_within_group": 0.22207052683424205}, {"ord_0": "2", "nom_7": "4a0ff1117", "total_measure": 431.0, "share_within_group": 0.21592645474812755}, {"ord_0": "3", "nom_7": "7c6d738f8", "total_measure": 249.0, "share_within_group": 0.21515782560982985}, {"ord_0": "3", "nom_7": "abbb92347", "total_measure": 240.0, "share_within_group": 0.20738103673236613}, {"ord_0": "2", "nom_7": "f16ff4894", "total_measure": 408.0, "share_within_group": 0.20440369730217178}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fff86f087b19c2c1ae480313595ebc177534ed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_499a1b7537939587 +-- problem_id: v2p_c14_0e4eebe8dbdac9b1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "nom_7", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "ord_0") AS share_within_group +FROM "c14" +GROUP BY "ord_0", "nom_7" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ace23a52435e2c8403e316c195f068b34f104e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT\n \"ord_0\",\n \"nom_7\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"ord_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"ord_0\", \"nom_7\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT\\n \\\"ord_0\\\",\\n \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"ord_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"ord_0\", \"nom_7\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"ord_0\": \"3\", \"nom_7\": \"6f3940b72\", \"total_measure\": 257.0, \"share_within_group\": 0.22207052683424205}, {\"ord_0\": \"2\", \"nom_7\": \"4a0ff1117\", \"total_measure\": 431.0, \"share_within_group\": 0.21592645474812755}, {\"ord_0\": \"3\", \"nom_7\": \"7c6d738f8\", \"total_measure\": 249.0, \"share_within_group\": 0.21515782560982985}, {\"ord_0\": \"3\", \"nom_7\": \"abbb92347\", \"total_measure\": 240.0, \"share_within_group\": 0.20738103673236613}, {\"ord_0\": \"2\", \"nom_7\": \"f16ff4894\", \"total_measure\": 408.0, \"share_within_group\": 0.20440369730217178}, {\"ord_0\": \"3\", \"nom_7\": \"c6344321c\", \"total_measure\": 235.0, \"share_within_group\": 0.2030605984671085}, {\"ord_0\": \"2\", \"nom_7\": \"85495b390\", \"total_measure\": 400.0, \"share_within_group\": 0.20039578166879587}, {\"ord_0\": \"3\", \"nom_7\": \"3b679e531\", \"total_measure\": 229.0, \"share_within_group\": 0.19787607254879935}, {\"ord_0\": \"3\", \"nom_7\": \"e0570ce05\", \"total_measure\": 228.0, \"share_within_group\": 0.19701198489574784}, {\"ord_0\": \"3\", \"nom_7\": \"fe27cc23d\", \"total_measure\": 228.0, \"share_within_group\": 0.19701198489574784}, {\"ord_0\": \"3\", \"nom_7\": \"b042166d5\", \"total_measure\": 226.0, \"share_within_group\": 0.19528380958964478}, {\"ord_0\": \"3\", \"nom_7\": \"fe7e29ba1\", \"total_measure\": 226.0, \"share_within_group\": 0.19528380958964478}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 552.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48affef9be16d10b5f4633dbf11bbeb3d5a776e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:36:06.444479+00:00", + "ended_at": "2026-05-04T08:36:28.212029+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_499a1b7537939587", + "problem_id": "v2p_c14_0e4eebe8dbdac9b1", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, measure_col=day.", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=82" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_499a1b7537939587.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_499a1b7537939587", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 305, + "total_tokens": 24264, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 171, + "estimated_total_tokens": 4039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21131.5, + "sql_execution_elapsed_ms_total": 552.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_499a1b7537939587\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dbb8dbf49649e914558202144e4f594ab995c4e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_499a1b7537939587/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:27.650265+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21131.5, "started_at": "2026-05-04T08:36:06.504296+00:00", "ended_at": "2026-05-04T08:36:27.635745+00:00", "prompt_metrics": {"chars": 12085, "bytes_utf8": 12085, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 547, "bytes_utf8": 547, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 23959, "cached_input_tokens": 22912, "output_tokens": 305}, "stderr_preview": "2026-05-04T08:36:06.718783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:09.162042Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=month.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6e05aa37084963a7abfae155876064a84841307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-5627-7812-9b68-9d068e09d4a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"month\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"day\\\" and measure_col=\\\"month\\\". CAST was added for SQLite-safe numeric averaging because \\\"month\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23845,"cached_input_tokens":19840,"output_tokens":190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1732faf0d4a0ed91de9ce408c484aedfb0c28a4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"day\",\n AVG(CAST(\"month\" AS REAL)) OVER (PARTITION BY \"day\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Window Partition Average template with group_col=\"day\" and measure_col=\"month\". CAST was added for SQLite-safe numeric averaging because \"month\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1054d9e41067e750bf4e9e26494a672c97b16f3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:20.944967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:23.427106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:32.047326Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85cf1edf0209b7f38022e643d74d515d8d411f09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=month. +Result preview: [{"day": "6", "avg_measure": 6.031798245614035}, {"day": "5", "avg_measure": 5.834373418789003}, {"day": "1", "avg_measure": 5.7825568926486355}, {"day": "4", "avg_measure": 5.774521442350497}, {"day": "2", "avg_measure": 5.764879230303438}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24648d3360b13c375fd0e83dd9101a978379d828 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_4a559a9efc83f297 +-- problem_id: v2p_c14_12cdad1762fe59dc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("month" AS REAL)) OVER (PARTITION BY "day") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e300c47f2c850328b5de471815b045145ba7129c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"day\",\n AVG(CAST(\"month\" AS REAL)) OVER (PARTITION BY \"day\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"day\\\",\\n AVG(CAST(\\\"month\\\" AS REAL)) OVER (PARTITION BY \\\"day\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"day\", \"avg_measure\"], \"rows\": [{\"day\": \"6\", \"avg_measure\": 6.031798245614035}, {\"day\": \"5\", \"avg_measure\": 5.834373418789003}, {\"day\": \"1\", \"avg_measure\": 5.7825568926486355}, {\"day\": \"4\", \"avg_measure\": 5.774521442350497}, {\"day\": \"2\", \"avg_measure\": 5.764879230303438}, {\"day\": \"7\", \"avg_measure\": 5.755680614807419}, {\"day\": \"3\", \"avg_measure\": 5.751586117515862}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 990.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa373f311cbf3a6cfbf4df69cfe02ed2bf7aaddc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:39:20.667962+00:00", + "ended_at": "2026-05-04T08:39:33.959703+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4a559a9efc83f297", + "problem_id": "v2p_c14_12cdad1762fe59dc", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=month.", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4a559a9efc83f297.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4a559a9efc83f297", + "api_calls": 0, + "input_tokens": 23845, + "cached_input_tokens": 19840, + "output_tokens": 190, + "total_tokens": 24035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3754, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12210.05, + "sql_execution_elapsed_ms_total": 990.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4a559a9efc83f297\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54ec10ce8b4bc436823cf01b78fc005a55131c38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4a559a9efc83f297/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:32.961081+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12210.05, "started_at": "2026-05-04T08:39:20.727851+00:00", "ended_at": "2026-05-04T08:39:32.938041+00:00", "prompt_metrics": {"chars": 11759, "bytes_utf8": 11759, "lines": 396, "estimated_tokens": 3754}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23845, "cached_input_tokens": 19840, "output_tokens": 190}, "stderr_preview": "2026-05-04T08:39:20.944967Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:23.427106Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1d066888ab6d85f017a4b44adcc7128962161d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_4c801cd75fd87e62\n-- problem_id: v2p_c14_202f23104c3b59db\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_4c801cd75fd87e62\\n-- problem_id: v2p_c14_202f23104c3b59db\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 3.038200642627633}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 2.9632727272727273}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 3.005130084279956}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 3.01651376146789}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 3.014354066985646}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 2.987472365512159}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 2.9375928677563152}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 3.1334327245620575}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 2.9345549738219896}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 3.028058361391695}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 2.9715355805243444}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 3.0093879083740145}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 2.9939690915944213}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 2.9856603773584904}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 2.9712447975785095}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 3.031451307313376}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 2.981749049429658}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 2.9608365019011407}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 2.9969383849980864}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 3.0169035728006146}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 3.000385059684251}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 2.9672320740169624}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 3.0093059325319893}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 3.008537058595266}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 2.96319498825372}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 2.9905697445972494}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 3.0386587771203155}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 2.972662440570523}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 3.0262414210738795}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 2.9552299552299552}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 2.9657002858309514}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 2.9728729963008633}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 3.0529387244685284}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 3.0020911752404853}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 2.960652992884052}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 3.04817762882279}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 3.071945508727118}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 3.0336743393009376}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 2.9790955631399316}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 2.9479569892473116}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 2.9301004805591964}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 2.957857769973661}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 3.076923076923077}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 3.0035874439461883}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 3.018393898609242}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 2.885290148448043}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 3.0573622402890694}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 3.0092250922509227}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 2.941561477325853}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 3.104196133899104}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 357.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e75694bf7aeec53dc09829365ec4f86a7b27979 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:17.917574+00:00", + "ended_at": "2026-05-04T09:00:18.282970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4c801cd75fd87e62", + "problem_id": "v2p_c14_202f23104c3b59db", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4c801cd75fd87e62.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4c801cd75fd87e62/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04710b929a592ce9a66527fc38bf9d39778ea59b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3759}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 23850, "cached_input_tokens": 22912, "output_tokens": 255}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0369f5a5325429b44f10ea28d07cf7bf031dd4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4e373759f02d0e5b", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 255, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14966.11, + "sql_execution_elapsed_ms_total": 940.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4e373759f02d0e5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4aeab9b8f14523e3a9a1b306ef116739e7fc4643 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:39:04.729664+00:00", + "ended_at": "2026-05-04T08:39:19.696346+00:00", + "elapsed_ms": 14966.11, + "prompt_metrics": { + "chars": 11764, + "bytes_utf8": 11764, + "lines": 396, + "estimated_tokens": 3759 + }, + "stdout_metrics": { + "chars": 723, + "bytes_utf8": 723, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 255 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beb964fc38a77c11264194e87fe66ce92ad7973f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f22be2695bbae9331ac5b84715d68665de1492d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-17a4-72a3-92cb-22a1aaf27c91"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_4\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"ord_4\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Filled the planned Window Partition Average template with group_col=\\\"ord_4\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":22912,"output_tokens":255}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8350ac8019c349be864d5dddea5bb3a0fd870982 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_4\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"ord_4\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;","notes":"Filled the planned Window Partition Average template with group_col=\"ord_4\" and measure_col=\"day\". Cast \"day\" to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9141e5f1477289b1309623e85f74ca7a0c30e8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:39:04.949973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:39:07.414906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:39:18.654170Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbff41fb7c85cc9f3db174981b32028ce11185d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=day. +Result preview: [{"ord_4": "Z", "avg_measure": 3.034921304103429}, {"ord_4": "I", "avg_measure": 3.024720021851953}, {"ord_4": "B", "avg_measure": 3.0209110066461338}, {"ord_4": "G", "avg_measure": 3.018625324091222}, {"ord_4": "K", "avg_measure": 3.018097700367397}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fedefad948984a24e664b8a8093c570af670df92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_4e373759f02d0e5b +-- problem_id: v2p_c14_a1098eaa2102e11e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_4", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "ord_4") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b41cdaa2c4d2e981ba77c08fe57a18e93211ff0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_4\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"ord_4\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_4\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"ord_4\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"ord_4\", \"avg_measure\"], \"rows\": [{\"ord_4\": \"Z\", \"avg_measure\": 3.034921304103429}, {\"ord_4\": \"I\", \"avg_measure\": 3.024720021851953}, {\"ord_4\": \"B\", \"avg_measure\": 3.0209110066461338}, {\"ord_4\": \"G\", \"avg_measure\": 3.018625324091222}, {\"ord_4\": \"K\", \"avg_measure\": 3.018097700367397}, {\"ord_4\": \"L\", \"avg_measure\": 3.0147382775621527}, {\"ord_4\": \"E\", \"avg_measure\": 3.014244006016102}, {\"ord_4\": \"V\", \"avg_measure\": 3.0139291522307854}, {\"ord_4\": \"X\", \"avg_measure\": 3.013350286077559}, {\"ord_4\": \"S\", \"avg_measure\": 3.013139072847682}, {\"ord_4\": \"W\", \"avg_measure\": 3.012069152984669}, {\"ord_4\": \"P\", \"avg_measure\": 3.0105148376041746}, {\"ord_4\": \"U\", \"avg_measure\": 3.0087671232876714}, {\"ord_4\": \"A\", \"avg_measure\": 3.007120166502355}, {\"ord_4\": \"J\", \"avg_measure\": 3.006911011026557}, {\"ord_4\": \"Q\", \"avg_measure\": 3.0055886970172683}, {\"ord_4\": \"H\", \"avg_measure\": 3.004002197284784}, {\"ord_4\": \"R\", \"avg_measure\": 3.0031310923376853}, {\"ord_4\": \"T\", \"avg_measure\": 3.0025316455696203}, {\"ord_4\": \"O\", \"avg_measure\": 2.990918437285812}, {\"ord_4\": \"Y\", \"avg_measure\": 2.9808009422850414}, {\"ord_4\": \"D\", \"avg_measure\": 2.970558631102164}, {\"ord_4\": \"F\", \"avg_measure\": 2.966458991209354}, {\"ord_4\": \"C\", \"avg_measure\": 2.9563636363636365}, {\"ord_4\": \"N\", \"avg_measure\": 2.94275161588181}, {\"ord_4\": \"M\", \"avg_measure\": 2.79874213836478}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 940.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c24f0f9cc857f38424a4c4f3fd4f23d23896f9bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:39:04.676338+00:00", + "ended_at": "2026-05-04T08:39:20.665490+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4e373759f02d0e5b", + "problem_id": "v2p_c14_a1098eaa2102e11e", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=ord_4, measure_col=day.", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4e373759f02d0e5b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4e373759f02d0e5b", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 255, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14966.11, + "sql_execution_elapsed_ms_total": 940.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4e373759f02d0e5b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3049e155dcfd52fb91ac610e250e796a967591ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e373759f02d0e5b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:39:19.717186+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14966.11, "started_at": "2026-05-04T08:39:04.729664+00:00", "ended_at": "2026-05-04T08:39:19.696346+00:00", "prompt_metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3759}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 23850, "cached_input_tokens": 22912, "output_tokens": 255}, "stderr_preview": "2026-05-04T08:39:04.949973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:39:07.414906Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=id.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f230ff70cbb311cb9b8d387fc6616b9c34995fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-043c-7a61-9c4e-3c58e6237fdb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_2\\\", SUM(CAST(\\\"id\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING SUM(CAST(\\\"id\\\" AS REAL)) > 150351.84\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col=\\\"bin_2\\\" and measure_col=\\\"id\\\". Cast \\\"id\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81adaed6842d4c94224174813fc3ceb2cba6c8d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_2\", SUM(CAST(\"id\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING SUM(CAST(\"id\" AS REAL)) > 150351.84\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required template with group_col=\"bin_2\" and measure_col=\"id\". Cast \"id\" from TEXT to REAL so SQLite can aggregate it numerically."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0fe19d8b08687676fdbd0d8db4783de4fc05e6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:34.080410Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:36.502702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:46.085674Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ee911bdc4c76b76dd8ef48d1adfb0554c0f173f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=id. +Result preview: [{"bin_2": "0", "total_measure": 27727997674.0}, {"bin_2": "1", "total_measure": 17271852326.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..45df9b205034bed881fe5fec546beecfa73ea04f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_4e8d80a5c3c8e6e7 +-- problem_id: v2p_c14_8d1e4a32b78d5584 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", SUM(CAST("id" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_2" +HAVING SUM(CAST("id" AS REAL)) > 150351.84 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..851ff69bc7780dd0e4c4ed0e8982827303629bdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_2\", SUM(CAST(\"id\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING SUM(CAST(\"id\" AS REAL)) > 150351.84\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_2\\\", SUM(CAST(\\\"id\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING SUM(CAST(\\\"id\\\" AS REAL)) > 150351.84\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"bin_2\", \"total_measure\"], \"rows\": [{\"bin_2\": \"0\", \"total_measure\": 27727997674.0}, {\"bin_2\": \"1\", \"total_measure\": 17271852326.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 243.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..840d3c4373af4ecd369c7eade72b81ff7d4599d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:57:33.803036+00:00", + "ended_at": "2026-05-04T08:57:47.202796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_4e8d80a5c3c8e6e7", + "problem_id": "v2p_c14_8d1e4a32b78d5584", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=id.", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_4e8d80a5c3c8e6e7.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4e8d80a5c3c8e6e7", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 176, + "total_tokens": 24058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13075.19, + "sql_execution_elapsed_ms_total": 243.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4e8d80a5c3c8e6e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4456d9f282c5553b5bfe6416811bad150d9adbef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:46.950312+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13075.19, "started_at": "2026-05-04T08:57:33.854090+00:00", "ended_at": "2026-05-04T08:57:46.929569+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 176}, "stderr_preview": "2026-05-04T08:57:34.080410Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:36.502702Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 150351.84\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with group_col=\\\"bin_2\\\" and measure_col=\\\"id\\\". Cast \\\"id\\\" from TEXT to REAL so SQLite can aggregate it numerically.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcb4b66be1829042214eea37b283ff64b528a41e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_4e8d80a5c3c8e6e7/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_4e8d80a5c3c8e6e7", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 176, + "total_tokens": 24058, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13075.19, + "sql_execution_elapsed_ms_total": 243.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_4e8d80a5c3c8e6e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea2af16d7cc1a239b29cf1e7721d26d8346ca938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23953, "cached_input_tokens": 23424, "output_tokens": 182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36adf10e1a05ba20b6dfec82f9dd78f1c5786ad5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_50e10ddc274e171c", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 182, + "total_tokens": 24135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13911.03, + "sql_execution_elapsed_ms_total": 238.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_50e10ddc274e171c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbe8fe7721f087193e6d4afec4e9656bc4ce9fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:39.674308+00:00", + "ended_at": "2026-05-04T08:51:53.586128+00:00", + "elapsed_ms": 13911.03, + "prompt_metrics": { + "chars": 12026, + "bytes_utf8": 12026, + "lines": 397, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1ea44417e49feb2489fd1e7694049bed8737d5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2062dd3e35f6a02b348539b40325343c6fd3fc25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-9ca0-77d0-a43a-64d3bfd1fc50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_4\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":23424,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2f5b8b353cad157da5ad7e26315a30bac361f1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"bin_4\", target_col=\"target\", target_value='0', min_support=4, and top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2839a9d56eae4d90f6fb88f66b5307543d6041ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:39.900294Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:42.218951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:52.825767Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..addaf49f51fe173b0db9ffb6d2fb696b8916381e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_4, target_col=target. +Result preview: [{"bin_4": "Y", "support": 191633, "focus_rate": 0.7098933899693686}, {"bin_4": "N", "support": 108367, "focus_rate": 0.6662268033626473}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..717d9781a88074c85ec116f7035f07dc7185505b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_50e10ddc274e171c +-- problem_id: v2p_c14_83d1597d17080953 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30d8ba0a9e10a6cb909e124f8ca6c6ed0a5d3425 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_4\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\", \"columns\": [\"bin_4\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_4\": \"Y\", \"support\": 191633, \"focus_rate\": 0.7098933899693686}, {\"bin_4\": \"N\", \"support\": 108367, \"focus_rate\": 0.6662268033626473}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 238.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d23055b295982448490ca5f506ce94de43f07311 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:51:39.621531+00:00", + "ended_at": "2026-05-04T08:51:53.854159+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_50e10ddc274e171c", + "problem_id": "v2p_c14_83d1597d17080953", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_4, target_col=target.", + "bindings": { + "group_col": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_50e10ddc274e171c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_50e10ddc274e171c", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 182, + "total_tokens": 24135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13911.03, + "sql_execution_elapsed_ms_total": 238.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_50e10ddc274e171c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cfb71107974fee768405cb51d1082eef4d70e35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:53.606125+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13911.03, "started_at": "2026-05-04T08:51:39.674308+00:00", "ended_at": "2026-05-04T08:51:53.586128+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23953, "cached_input_tokens": 23424, "output_tokens": 182}, "stderr_preview": "2026-05-04T08:51:39.900294Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:42.218951Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 17;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_4\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=17.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee2f03f8ef04664211ccfed187c8be336488f154 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_50e10ddc274e171c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_50e10ddc274e171c", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 23424, + "output_tokens": 182, + "total_tokens": 24135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13911.03, + "sql_execution_elapsed_ms_total": 238.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_50e10ddc274e171c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cc522df14e2b5ec4272af6966f75724f36f1255 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ord_5": "od", "support": 5019, "avg_response": 5.800757122932855}, {"ord_5": "fO", "support": 3435, "avg_response": 5.78806404657933}, {"ord_5": "Zq", "support": 2926, "avg_response": 5.857826384142173}, {"ord_5": "sD", "support": 2880, "avg_response": 5.724652777777778}, {"ord_5": "qP", "support": 2854, "avg_response": 5.7680448493342675}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc16660b8ea9ffd0c12adc6f9fae772d0dad36aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_52c15aab7186241b +-- problem_id: v2p_c14_3c5856dcfd53ff94 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1387693c01c6423ac15fb8c86ad608a6d533c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_52c15aab7186241b\n-- problem_id: v2p_c14_3c5856dcfd53ff94\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_52c15aab7186241b\\n-- problem_id: v2p_c14_3c5856dcfd53ff94\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 5.800757122932855}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 5.78806404657933}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 5.857826384142173}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 5.724652777777778}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 5.7680448493342675}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 5.594366197183098}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 5.764518413597734}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 5.812723373838456}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 5.768675568386864}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 5.7731548480463095}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 5.892313270485859}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 5.89481320275662}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 5.75036496350365}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 5.93528336380256}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 5.815185185185185}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 5.704241071428571}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 5.799551234106208}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 5.720798794272795}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 5.6992024306874285}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 5.6067329762815605}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 5.790662074244164}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 5.790581929555896}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 5.805608912792931}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 5.845559845559846}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 5.74144634525661}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 5.736531655524971}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 5.733254531126872}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 5.810146650812524}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 5.7784860557768924}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 5.685007974481659}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 5.71605927112535}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 5.757600324280503}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 5.714519427402863}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 5.7764561115668585}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 5.663655030800822}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 5.807075277663513}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 5.68477366255144}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 5.67699297810822}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 5.760066417600664}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 5.757639179573043}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 5.7350965575146935}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 5.818220160269928}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 5.889406779661017}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 5.755669661959778}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 5.745740498034076}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 5.7297060114085125}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 5.791300527240773}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 5.777777777777778}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 5.801708633093525}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 5.714928057553957}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 303.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b196a792eae45178a3502db79035f8e97ff4a90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:26.709640+00:00", + "ended_at": "2026-05-04T09:00:27.018523+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_52c15aab7186241b", + "problem_id": "v2p_c14_3c5856dcfd53ff94", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_52c15aab7186241b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_52c15aab7186241b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7257957c970ada6c67a1065ee0cff91f05f3b0b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbefb1bf43bb119bbefedaab20ece4f4978f2e35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_533e4f6eace404a1", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10976.62, + "sql_execution_elapsed_ms_total": 446.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_533e4f6eace404a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3298c278dd4c2461ec8add90d7c6a5d1f9bdb56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:26:02.352152+00:00", + "ended_at": "2026-05-04T08:26:13.328825+00:00", + "elapsed_ms": 10976.62, + "prompt_metrics": { + "chars": 11979, + "bytes_utf8": 11979, + "lines": 399, + "estimated_tokens": 3853 + }, + "stdout_metrics": { + "chars": 810, + "bytes_utf8": 810, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13256 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 473, + "bytes_utf8": 473, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f1505d94d932e2408440cbb2d7942e1384d09fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_1, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9e3413a800e51b61d4013f226cfa558ec68da9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-2774-7a30-8d92-85b21d86f2e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_1\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Filled the required template roles exactly as bound: group_col=\\\"bin_3\\\", group_col_2=\\\"ord_1\\\", target_col=\\\"target\\\", target_value='1'. Used SQLite-compatible AVG over a CASE expression and quoted all identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..514287c8792984fef1db36eda51bb3c59536a6ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_1\"\nORDER BY target_rate DESC;","notes":"Filled the required template roles exactly as bound: group_col=\"bin_3\", group_col_2=\"ord_1\", target_col=\"target\", target_value='1'. Used SQLite-compatible AVG over a CASE expression and quoted all identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc5ef272a33867469d856dec2b7148996e09d39b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:02.548656Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:04.921306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:12.515494Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..31f96f875696305298f8d05e5d11d073176de083 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_1, target_col=target. +Result preview: [{"bin_3": "F", "ord_1": "Grandmaster", "target_rate": 0.4100519287833828}, {"bin_3": "T", "ord_1": "Grandmaster", "target_rate": 0.3980193528878137}, {"bin_3": "T", "ord_1": "Master", "target_rate": 0.35511323674215783}, {"bin_3": "F", "ord_1": "Master", "target_rate": 0.35504156125767977}, {"bin_3": "F", "ord_1": "Expert", "target_rate": 0.3182601559294214}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cd1bf57710cc32e9ae87cbd45bcdcabbd178f8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_533e4f6eace404a1 +-- problem_id: v2p_c14_752ae0522bdad9fd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_1" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..607e8f7adaaa444db3b23cb1a6b26dd9c3f3b6f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_1\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_1\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"ord_1\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"ord_1\": \"Grandmaster\", \"target_rate\": 0.4100519287833828}, {\"bin_3\": \"T\", \"ord_1\": \"Grandmaster\", \"target_rate\": 0.3980193528878137}, {\"bin_3\": \"T\", \"ord_1\": \"Master\", \"target_rate\": 0.35511323674215783}, {\"bin_3\": \"F\", \"ord_1\": \"Master\", \"target_rate\": 0.35504156125767977}, {\"bin_3\": \"F\", \"ord_1\": \"Expert\", \"target_rate\": 0.3182601559294214}, {\"bin_3\": \"T\", \"ord_1\": \"Expert\", \"target_rate\": 0.31614906832298134}, {\"bin_3\": \"F\", \"ord_1\": \"Contributor\", \"target_rate\": 0.28123949075186166}, {\"bin_3\": \"T\", \"ord_1\": \"Contributor\", \"target_rate\": 0.2759793253536453}, {\"bin_3\": \"F\", \"ord_1\": \"Novice\", \"target_rate\": 0.24549978993633456}, {\"bin_3\": \"T\", \"ord_1\": \"Novice\", \"target_rate\": 0.23875913875450175}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 446.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ad0d7e8ea9d4753336222d948d3143e07c566b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:26:02.286654+00:00", + "ended_at": "2026-05-04T08:26:13.802457+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_533e4f6eace404a1", + "problem_id": "v2p_c14_752ae0522bdad9fd", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_1, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_533e4f6eace404a1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_533e4f6eace404a1", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10976.62, + "sql_execution_elapsed_ms_total": 446.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_533e4f6eace404a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea5a88c08b851a714323fa46dc1191acc9bf653b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_533e4f6eace404a1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:13.347347+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10976.62, "started_at": "2026-05-04T08:26:02.352152+00:00", "ended_at": "2026-05-04T08:26:13.328825+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:26:02.548656Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:04.921306Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_2, measure_col=id.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3c5294a21a0e0efc6ffa8642e0c71950c8edf75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-d5b0-7320-a3f1-467a578c29d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_2\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING SUM(\\\"id\\\") > 172611.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_2\\\" and measure_col=\\\"id\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8fd590ab61abbdb6bfa7a0c7d0d8a4d20963781 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_2\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING SUM(\"id\") > 172611.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"bin_2\" and measure_col=\"id\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e71b4f57266351812a52b88db49fa9d195a73e08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:22.163544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:24.533588Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:32.853165Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47a7471dc4761369f27af731f2220c2df6255f2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_2, measure_col=id. +Result preview: [{"bin_2": "0", "total_measure": 27727997674}, {"bin_2": "1", "total_measure": 17271852326}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..67a926509efceb7eefbf2be4b8c0711cc8b5fbf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_542bb7b48d1bfb02 +-- problem_id: v2p_c14_edb02eb382e22925 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", SUM("id") AS total_measure +FROM "c14" +GROUP BY "bin_2" +HAVING SUM("id") > 172611.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a122570d5badb6db43d88b8552a069feea8cd62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_2\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING SUM(\"id\") > 172611.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_2\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING SUM(\\\"id\\\") > 172611.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"bin_2\", \"total_measure\"], \"rows\": [{\"bin_2\": \"0\", \"total_measure\": 27727997674}, {\"bin_2\": \"1\", \"total_measure\": 17271852326}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 223.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..127cc3e53bdda3a442056cbee12688f2c7d48594 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:57:21.905307+00:00", + "ended_at": "2026-05-04T08:57:33.801018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_542bb7b48d1bfb02", + "problem_id": "v2p_c14_edb02eb382e22925", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_2, measure_col=id.", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_542bb7b48d1bfb02.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_542bb7b48d1bfb02", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 169, + "total_tokens": 24051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11589.87, + "sql_execution_elapsed_ms_total": 223.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_542bb7b48d1bfb02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..823c5159324320ca46163703e46146a1ad170616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:33.568753+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11589.87, "started_at": "2026-05-04T08:57:21.959390+00:00", "ended_at": "2026-05-04T08:57:33.547335+00:00", "prompt_metrics": {"chars": 11848, "bytes_utf8": 11848, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 353, "bytes_utf8": 353, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 169}, "stderr_preview": "2026-05-04T08:57:22.163544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:24.533588Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 172611.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_2\\\" and measure_col=\\\"id\\\" on the single table \\\"c14\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d2db2658fad80740142598a30f380510324fa47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_542bb7b48d1bfb02/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_542bb7b48d1bfb02", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 169, + "total_tokens": 24051, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3895, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11589.87, + "sql_execution_elapsed_ms_total": 223.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_542bb7b48d1bfb02\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee9685ab68b6502790f01d23412360fe6ade5c54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f75e105898c910618baf06bf52aaba667447a91f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_54f71c3956411085", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4001, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11403.58, + "sql_execution_elapsed_ms_total": 282.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_54f71c3956411085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..025599f990701408e020f6fca4fb00f0eb97f2ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:53:05.944389+00:00", + "ended_at": "2026-05-04T08:53:17.342438+00:00", + "elapsed_ms": 11403.58, + "prompt_metrics": { + "chars": 12026, + "bytes_utf8": 12026, + "lines": 397, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 767, + "bytes_utf8": 767, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 446, + "bytes_utf8": 446, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..badf7f060e8f5934e77a680409ea075a1ac396f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcb493ffec7965f64c535ae6c07e087911d5c1fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-edbe-7132-b3de-51c6020cb15a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=nom_3, target_col=target, target_value='0', min_support=5, top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbd9a3198d94e1f44fb620884a41d4f74d473519 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=nom_3, target_col=target, target_value='0', min_support=5, top_k=11."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56d1be5697027d0a18269acfa3d22825fe48177 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:06.178603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:08.577349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:16.426913Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..10b2580d27b439af80ec1974c6c5ebc619cd7692 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, target_col=target. +Result preview: [{"nom_3": "Finland", "support": 36942, "focus_rate": 0.7571869416923827}, {"nom_3": "Russia", "support": 101123, "focus_rate": 0.7100461813830682}, {"nom_3": "China", "support": 46044, "focus_rate": 0.6882764312396837}, {"nom_3": "Costa Rica", "support": 35988, "focus_rate": 0.6853117705901968}, {"nom_3": "Canada", "support": 49951, "focus_rate": 0.6602070028628055}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..585571d173e1d21b590d1b8e6a153a67ec64d199 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_54f71c3956411085 +-- problem_id: v2p_c14_717154fbcd8f24c5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..185c28b6b99a4cfc8366ee9dccdbed996bacab28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"nom_3\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_3\": \"Finland\", \"support\": 36942, \"focus_rate\": 0.7571869416923827}, {\"nom_3\": \"Russia\", \"support\": 101123, \"focus_rate\": 0.7100461813830682}, {\"nom_3\": \"China\", \"support\": 46044, \"focus_rate\": 0.6882764312396837}, {\"nom_3\": \"Costa Rica\", \"support\": 35988, \"focus_rate\": 0.6853117705901968}, {\"nom_3\": \"Canada\", \"support\": 49951, \"focus_rate\": 0.6602070028628055}, {\"nom_3\": \"India\", \"support\": 29952, \"focus_rate\": 0.6386885683760684}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 282.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..576c19caaabb9e493a982210f86d25780c437faa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:53:05.892339+00:00", + "ended_at": "2026-05-04T08:53:17.661166+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_54f71c3956411085", + "problem_id": "v2p_c14_717154fbcd8f24c5", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, target_col=target.", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_54f71c3956411085.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_54f71c3956411085", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4001, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11403.58, + "sql_execution_elapsed_ms_total": 282.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_54f71c3956411085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a183eacd5f83cd6ff9cb529e28ba24e25e6337d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:17.367083+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11403.58, "started_at": "2026-05-04T08:53:05.944389+00:00", "ended_at": "2026-05-04T08:53:17.342438+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:53:06.178603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:08.577349Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=nom_3, target_col=target, target_value='0', min_support=5, top_k=11.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..778cab8629e57f74f845ab4332f4b5190f723b44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_54f71c3956411085/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_54f71c3956411085", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 159, + "total_tokens": 24112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 137, + "estimated_total_tokens": 4001, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11403.58, + "sql_execution_elapsed_ms_total": 282.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_54f71c3956411085\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4547c14c5e8eb810f670eb5c9b01780de676e84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11852, "bytes_utf8": 11852, "lines": 396, "estimated_tokens": 3796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23885, "cached_input_tokens": 22912, "output_tokens": 199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ac8e5b691365f1113861002528886861d6351747 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_556c900f3a0cffbe", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 199, + "total_tokens": 24084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11838.51, + "sql_execution_elapsed_ms_total": 274.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_556c900f3a0cffbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d23b26938b0073fe89c94b12e3486edf4720489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:34.063205+00:00", + "ended_at": "2026-05-04T08:54:45.901789+00:00", + "elapsed_ms": 11838.51, + "prompt_metrics": { + "chars": 11852, + "bytes_utf8": 11852, + "lines": 396, + "estimated_tokens": 3796 + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1ac44e32932648d9de3e97e5a157102497389d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=ord_3, measure_col=ord_0.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c974452afc347978a4ec4a488d4508bc5c8211b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-45e9-7571-ab7e-d41d39481a3b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_3\\\", SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING SUM(CAST(\\\"ord_0\\\" AS REAL)) > 2.32\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"ord_3\\\" and measure_col=\\\"ord_0\\\". CAST was added because the schema types \\\"ord_0\\\" as TEXT, while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23885,"cached_input_tokens":22912,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..329d15a845599f91b7dcd2a2bb9aec02c620a110 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_3\", SUM(CAST(\"ord_0\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING SUM(CAST(\"ord_0\" AS REAL)) > 2.32\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required Thresholded Group Ranking template with group_col=\"ord_3\" and measure_col=\"ord_0\". CAST was added because the schema types \"ord_0\" as TEXT, while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf7a558b097c2e5f59773c4c9a52e47909086b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:54:34.292103Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:54:36.624541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:45.110525Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77e414140b56847b51eabc3fdc8de72fb647a3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=ord_3, measure_col=ord_0. +Result preview: [{"ord_3": "g", "total_measure": 53594.0}, {"ord_3": "l", "total_measure": 53459.0}, {"ord_3": "a", "total_measure": 52317.0}, {"ord_3": "k", "total_measure": 42432.0}, {"ord_3": "i", "total_measure": 41389.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8fd39c7237c84c9a9ee5f4620411348fa53065e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_556c900f3a0cffbe +-- problem_id: v2p_c14_d39f4251033ac303 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", SUM(CAST("ord_0" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "ord_3" +HAVING SUM(CAST("ord_0" AS REAL)) > 2.32 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b80c6fd37e0252f1f940563ac24612ee9761a26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_3\", SUM(CAST(\"ord_0\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nHAVING SUM(CAST(\"ord_0\" AS REAL)) > 2.32\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_3\\\", SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nHAVING SUM(CAST(\\\"ord_0\\\" AS REAL)) > 2.32\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"ord_3\", \"total_measure\"], \"rows\": [{\"ord_3\": \"g\", \"total_measure\": 53594.0}, {\"ord_3\": \"l\", \"total_measure\": 53459.0}, {\"ord_3\": \"a\", \"total_measure\": 52317.0}, {\"ord_3\": \"k\", \"total_measure\": 42432.0}, {\"ord_3\": \"i\", \"total_measure\": 41389.0}, {\"ord_3\": \"h\", \"total_measure\": 36509.0}, {\"ord_3\": \"j\", \"total_measure\": 36505.0}, {\"ord_3\": \"f\", \"total_measure\": 33270.0}, {\"ord_3\": \"e\", \"total_measure\": 31648.0}, {\"ord_3\": \"b\", \"total_measure\": 17622.0}, {\"ord_3\": \"o\", \"total_measure\": 16725.0}, {\"ord_3\": \"d\", \"total_measure\": 11709.0}, {\"ord_3\": \"c\", \"total_measure\": 10249.0}, {\"ord_3\": \"n\", \"total_measure\": 5936.0}, {\"ord_3\": \"m\", \"total_measure\": 506.0}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 274.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2283eff32b9f3a9143186d17f108dc32c655eb7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:54:33.985346+00:00", + "ended_at": "2026-05-04T08:54:46.199825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_556c900f3a0cffbe", + "problem_id": "v2p_c14_d39f4251033ac303", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=ord_3, measure_col=ord_0.", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_556c900f3a0cffbe.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_556c900f3a0cffbe", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 199, + "total_tokens": 24084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11838.51, + "sql_execution_elapsed_ms_total": 274.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_556c900f3a0cffbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1001995531048db09ef959fdf85328109379a06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:45.927109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11838.51, "started_at": "2026-05-04T08:54:34.063205+00:00", "ended_at": "2026-05-04T08:54:45.901789+00:00", "prompt_metrics": {"chars": 11852, "bytes_utf8": 11852, "lines": 396, "estimated_tokens": 3796}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23885, "cached_input_tokens": 22912, "output_tokens": 199}, "stderr_preview": "2026-05-04T08:54:34.292103Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:54:36.624541Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.32\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"ord_3\\\" and measure_col=\\\"ord_0\\\". CAST was added because the schema types \\\"ord_0\\\" as TEXT, while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..971794957cc9d6c2b42678cc7cf4584d3ef51b1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_556c900f3a0cffbe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_556c900f3a0cffbe", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 199, + "total_tokens": 24084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11838.51, + "sql_execution_elapsed_ms_total": 274.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_556c900f3a0cffbe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74f53e3a9e72c1b4cb6d75090ca12463e37c7cfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11771, "bytes_utf8": 11771, "lines": 396, "estimated_tokens": 3759}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..209c91b32522e575efee6a95b6f01598d0a45653 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_55c75005765a9f58", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 148, + "total_tokens": 23998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 101, + "estimated_total_tokens": 3860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11073.47, + "sql_execution_elapsed_ms_total": 1003.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_55c75005765a9f58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c1478c77e0d85478481da37fb1f9906efa10dfa0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:30.351278+00:00", + "ended_at": "2026-05-04T08:40:41.424667+00:00", + "elapsed_ms": 11073.47, + "prompt_metrics": { + "chars": 11771, + "bytes_utf8": 11771, + "lines": 396, + "estimated_tokens": 3759 + }, + "stdout_metrics": { + "chars": 725, + "bytes_utf8": 725, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13150 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b304326fe208a57b99e15034a3f8a7423eb09f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=target, measure_col=ord_0.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..047892aa013a619218615fa4fa7a2890bd00eb8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-662d-7ab0-be13-509138dedb6b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"target\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"target\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"target\\\" and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":23424,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c80d9bd382e14677270a67aa9a1c8a1c0376081b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"target\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"target\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"target\" and measure_col=\"ord_0\". Cast \"ord_0\" from TEXT to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c6f74ea72c6761f534289b9c91546a3bd567333 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:30.563246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:33.106852Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:40.630765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..676847428f09bfb9eebecd94d8bb8f8f7d688d73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=target, measure_col=ord_0. +Result preview: [{"target": "1", "avg_measure": 1.57639161326882}, {"target": "0", "avg_measure": 1.4368985189880712}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e4ca384e7f3be8c567623086a38b71bafab7afa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_55c75005765a9f58 +-- problem_id: v2p_c14_0968867c6c2a6779 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "target", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "target") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..10846a7692d03d46c6028849cdafdf0f038a8f22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"target\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"target\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"target\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"target\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"target\", \"avg_measure\"], \"rows\": [{\"target\": \"1\", \"avg_measure\": 1.57639161326882}, {\"target\": \"0\", \"avg_measure\": 1.4368985189880712}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1003.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b564fba26265626a9382d157663530f2d92528e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:40:30.289959+00:00", + "ended_at": "2026-05-04T08:40:42.459395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_55c75005765a9f58", + "problem_id": "v2p_c14_0968867c6c2a6779", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=target, measure_col=ord_0.", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_55c75005765a9f58.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_55c75005765a9f58", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 23424, + "output_tokens": 148, + "total_tokens": 23998, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 101, + "estimated_total_tokens": 3860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11073.47, + "sql_execution_elapsed_ms_total": 1003.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_55c75005765a9f58\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fd9ec4d6893a02fb93f53fd564a894d0e28ec8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_55c75005765a9f58/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:41.447935+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11073.47, "started_at": "2026-05-04T08:40:30.351278+00:00", "ended_at": "2026-05-04T08:40:41.424667+00:00", "prompt_metrics": {"chars": 11771, "bytes_utf8": 11771, "lines": 396, "estimated_tokens": 3759}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 23850, "cached_input_tokens": 23424, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:40:30.563246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:33.106852Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_2", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a39ad192dddc3bb9bde67b6fd27a63c0d67701ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-db2c-7ca0-ab4b-6d6883f270ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=bin_2, target_col=target, target_value='0', min_support=4, top_k=15. Query is SQLite-compatible and uses only the single provided table and columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5a9e20a1ce75e6f05e575176b9f885c93befbfb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=bin_2, target_col=target, target_value='0', min_support=4, top_k=15. Query is SQLite-compatible and uses only the single provided table and columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0175e1d0d3a2eb5ea83f5d2be6da2f53e56ce103 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:50.383619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:52.864599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:01.571173Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b58c87d873c719a29e8a6ec3a143412859905ec1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_2, target_col=target. +Result preview: [{"bin_2": "0", "support": 185033, "focus_rate": 0.6984591937654364}, {"bin_2": "1", "support": 114967, "focus_rate": 0.6871363086798821}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3ad5e2ba3f0434e85dca004eabde5a49896dc9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_56bbc3730e17dd3a +-- problem_id: v2p_c14_2aeb554decfc1e15 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..598a8e4cf17f52a86b085e9c1eb2f02892397215 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"bin_2\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 185033, \"focus_rate\": 0.6984591937654364}, {\"bin_2\": \"1\", \"support\": 114967, \"focus_rate\": 0.6871363086798821}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 257.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21054bbcb535ab57d225f80e2e6801212a868eff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:50:50.061062+00:00", + "ended_at": "2026-05-04T08:51:03.124915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_56bbc3730e17dd3a", + "problem_id": "v2p_c14_2aeb554decfc1e15", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_2, target_col=target.", + "bindings": { + "group_col": "bin_2", + "target_col": "target", + "target_value": "0", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_56bbc3730e17dd3a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_56bbc3730e17dd3a", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 167, + "total_tokens": 24119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 151, + "estimated_total_tokens": 4014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12710.86, + "sql_execution_elapsed_ms_total": 257.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_56bbc3730e17dd3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b6c99209624c10c59ca67f5577c4748fe04728a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:02.857590+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12710.86, "started_at": "2026-05-04T08:50:50.119582+00:00", "ended_at": "2026-05-04T08:51:02.830623+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 526, "bytes_utf8": 526, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 167}, "stderr_preview": "2026-05-04T08:50:50.383619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:52.864599Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=bin_2, target_col=target, target_value='0', min_support=4, top_k=15. Query is SQLite-compatible and uses only the single provided table and columns.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e142996dc219a0c001658b7207bc41adb7f13110 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_56bbc3730e17dd3a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_56bbc3730e17dd3a", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 167, + "total_tokens": 24119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 151, + "estimated_total_tokens": 4014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12710.86, + "sql_execution_elapsed_ms_total": 257.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_56bbc3730e17dd3a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b1c415b413255b063c64db4d55a763a2fa1c5fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3799}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 23888, "cached_input_tokens": 19840, "output_tokens": 129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b77af9a8c5546f1dba2a45e0955906ff7ba6f8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_572c41833ed8608e", + "api_calls": 0, + "input_tokens": 23888, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 24017, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3799, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10989.7, + "sql_execution_elapsed_ms_total": 123.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_572c41833ed8608e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e90a0b0cb6fe46e57d7051f5c286771d574dfe9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:47.803843+00:00", + "ended_at": "2026-05-04T08:10:58.793171+00:00", + "elapsed_ms": 10989.7, + "prompt_metrics": { + "chars": 11873, + "bytes_utf8": 11873, + "lines": 398, + "estimated_tokens": 3799 + }, + "stdout_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 4, + "estimated_tokens": 219 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 412, + "bytes_utf8": 412, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 23888, + "cached_input_tokens": 19840, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9141fdeecf35fae520c2d164d5d528d57561fe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_4.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_4", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e55453d71ab32222f9b3eff1a4106b948924443 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-32f5-7cc1-8fad-81b13ed5db53"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Filtered Top-k Group Count template with bound roles group_col=\\\"ord_4\\\" and predicate_col=\\\"ord_2\\\" filtered to 'Hot'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23888,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9c77a5fb449c90294c0f17233a51930b49a5877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Filtered Top-k Group Count template with bound roles group_col=\"ord_4\" and predicate_col=\"ord_2\" filtered to 'Hot'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d04a3bc6fceb450a55deb7b547d58867d375306 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:47.989264Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:50.396555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:57.796130Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..63c917eb72c6a4043cc025a63ed73f47ea9f0254 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_4. +Result preview: [{"ord_4": "L", "support": 1421}, {"ord_4": "S", "support": 1393}, {"ord_4": "G", "support": 1381}, {"ord_4": "A", "support": 1351}, {"ord_4": "R", "support": 1232}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8486edbaf12e4b814023518ee4e3ae3587719e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_572c41833ed8608e +-- problem_id: v2p_c14_8b650691ca378f04 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ff68d18e3749d2d8953b6f15863574aaee5cfe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"ord_4\", \"support\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 1421}, {\"ord_4\": \"S\", \"support\": 1393}, {\"ord_4\": \"G\", \"support\": 1381}, {\"ord_4\": \"A\", \"support\": 1351}, {\"ord_4\": \"R\", \"support\": 1232}, {\"ord_4\": \"Q\", \"support\": 1216}, {\"ord_4\": \"K\", \"support\": 1096}, {\"ord_4\": \"I\", \"support\": 1096}, {\"ord_4\": \"T\", \"support\": 1072}, {\"ord_4\": \"Z\", \"support\": 1040}, {\"ord_4\": \"V\", \"support\": 1019}, {\"ord_4\": \"J\", \"support\": 1000}, {\"ord_4\": \"H\", \"support\": 959}, {\"ord_4\": \"U\", \"support\": 958}, {\"ord_4\": \"P\", \"support\": 952}, {\"ord_4\": \"E\", \"support\": 842}, {\"ord_4\": \"F\", \"support\": 831}, {\"ord_4\": \"W\", \"support\": 678}, {\"ord_4\": \"Y\", \"support\": 592}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 123.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc53bf0213b64a22b4bc1f2e17a0dfa81d6c13c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:10:47.739425+00:00", + "ended_at": "2026-05-04T08:10:58.944242+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_572c41833ed8608e", + "problem_id": "v2p_c14_8b650691ca378f04", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=ord_4.", + "bindings": { + "group_col": "ord_4", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_572c41833ed8608e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_572c41833ed8608e", + "api_calls": 0, + "input_tokens": 23888, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 24017, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3799, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10989.7, + "sql_execution_elapsed_ms_total": 123.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_572c41833ed8608e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be0595cd914023e0d5429baf03763fd72198af0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_572c41833ed8608e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:58.814133+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10989.7, "started_at": "2026-05-04T08:10:47.803843+00:00", "ended_at": "2026-05-04T08:10:58.793171+00:00", "prompt_metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3799}, "response_metrics": {"chars": 412, "bytes_utf8": 412, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 23888, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:10:47.989264Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:50.396555Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04052b2b8313f66cef9d98cf2bcf01f0f02006ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df222-e0b0-7272-ab9c-11ca4bcd61dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"ord_2\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"ord_2\\\" and measure_col=\\\"id\\\" on the single table \\\"c14\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" for AVG.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23851,"cached_input_tokens":19840,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..741c6586c9d639c9d89a8f659224fd3b2fff2bc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_2\",\n AVG(\"id\") OVER (PARTITION BY \"ord_2\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"ord_2\" and measure_col=\"id\" on the single table \"c14\". SQLite will coerce numeric-looking TEXT values in \"id\" for AVG."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c80946efce8e29366c5a077b01306c88ead0019 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:37:45.347431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:37:47.681044Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:57.712253Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e3bc0c739d9395249aea8a5f9c8b5b975404e40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, measure_col=id. +Result preview: [{"ord_2": "Freezing", "avg_measure": 150409.57199246614}, {"ord_2": "Cold", "avg_measure": 150228.06002724473}, {"ord_2": "Boiling Hot", "avg_measure": 149917.15615154963}, {"ord_2": "Warm", "avg_measure": 149868.4355347512}, {"ord_2": "Hot", "avg_measure": 149580.36140729743}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..512a3ae71d1b527b1e70b58d22846bc13e943157 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_57a3b3da7a178c04 +-- problem_id: v2p_c14_240bef0644a99099 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_2", + AVG("id") OVER (PARTITION BY "ord_2") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38d8a21e3b56d94db57b738e6c024ac3be40668a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_2\",\n AVG(\"id\") OVER (PARTITION BY \"ord_2\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"ord_2\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_2\", \"avg_measure\"], \"rows\": [{\"ord_2\": \"Freezing\", \"avg_measure\": 150409.57199246614}, {\"ord_2\": \"Cold\", \"avg_measure\": 150228.06002724473}, {\"ord_2\": \"Boiling Hot\", \"avg_measure\": 149917.15615154963}, {\"ord_2\": \"Warm\", \"avg_measure\": 149868.4355347512}, {\"ord_2\": \"Hot\", \"avg_measure\": 149580.36140729743}, {\"ord_2\": \"Lava Hot\", \"avg_measure\": 149502.45164924578}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1280.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..022663113e356ce3732d9c734d6cf71d47344218 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:37:45.077540+00:00", + "ended_at": "2026-05-04T08:37:59.964661+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_57a3b3da7a178c04", + "problem_id": "v2p_c14_240bef0644a99099", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=ord_2, measure_col=id.", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_57a3b3da7a178c04.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_57a3b3da7a178c04", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 24014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13518.81, + "sql_execution_elapsed_ms_total": 1280.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_57a3b3da7a178c04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..602de91df91f4360e3d9225d6224f689821763c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57a3b3da7a178c04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:58.675510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13518.81, "started_at": "2026-05-04T08:37:45.137814+00:00", "ended_at": "2026-05-04T08:37:58.656228+00:00", "prompt_metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3760}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23851, "cached_input_tokens": 19840, "output_tokens": 163}, "stderr_preview": "2026-05-04T08:37:45.347431Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:37:47.681044Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "entity_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c14a521f0470f98581a666811dbb41ec2231099 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-5cc9-7db1-a8fb-b67f9f9bb3af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_4\\\", measure_col=\\\"id\\\", and entity_col=\\\"id\\\". \\\"id\\\" is stored as TEXT in the schema, so AVG(\\\"id\\\") relies on SQLite numeric coercion.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23912,"cached_input_tokens":19840,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a62c613aedcb6dc2b5ceba5f3ce06c600183f9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_4\", measure_col=\"id\", and entity_col=\"id\". \"id\" is stored as TEXT in the schema, so AVG(\"id\") relies on SQLite numeric coercion."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..144f9970e901b47677d96ca6eeb5819f5842c2fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:42.972116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:45.447756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:55.882892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ec049ec81fdee80bef7fd7aecf019341ff4610d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4, measure_col=id. +Result preview: [{"bin_4": "Y", "support": 191633, "avg_measure": 149988.87648265174, "distinct_entities": 191633}, {"bin_4": "N", "support": 108367, "avg_measure": 150018.2863140993, "distinct_entities": 108367}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..480c58ad62830472633897dd068247df35b86d70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_57deea53b27a7f5c +-- problem_id: v2p_c14_2cf708975cf6d94d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..781a69dbe957890fdeb5bfee8f87025bbbd2761c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"bin_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_4\": \"Y\", \"support\": 191633, \"avg_measure\": 149988.87648265174, \"distinct_entities\": 191633}, {\"bin_4\": \"N\", \"support\": 108367, \"avg_measure\": 150018.2863140993, \"distinct_entities\": 108367}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 598.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f8986bc3a2c58c99066e97459bc8065f5d80f476 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:19:42.721640+00:00", + "ended_at": "2026-05-04T08:19:57.439033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_57deea53b27a7f5c", + "problem_id": "v2p_c14_2cf708975cf6d94d", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_4, measure_col=id.", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "entity_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_57deea53b27a7f5c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_57deea53b27a7f5c", + "api_calls": 0, + "input_tokens": 23912, + "cached_input_tokens": 19840, + "output_tokens": 171, + "total_tokens": 24083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3823, + "estimated_output_tokens": 130, + "estimated_total_tokens": 3953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14031.5, + "sql_execution_elapsed_ms_total": 598.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_57deea53b27a7f5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5de083210340e03921f6c73b6ef1e13b09afe309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57deea53b27a7f5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:56.831195+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14031.5, "started_at": "2026-05-04T08:19:42.780772+00:00", "ended_at": "2026-05-04T08:19:56.812423+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3823}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 23912, "cached_input_tokens": 19840, "output_tokens": 171}, "stderr_preview": "2026-05-04T08:19:42.972116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:45.447756Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0fd70ca5161497fa03995ebfce6e60ece0b26fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-a0d9-78f0-ac5c-5762bd3c8bc8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_0\\\", \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS REAL))) OVER (PARTITION BY \\\"bin_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"bin_0\\\", item_col=\\\"nom_5\\\", and measure_col=\\\"id\\\". Cast \\\"id\\\" to REAL because the schema stores it as TEXT but the template requires summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":22912,"output_tokens":283}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f91bacde9ccfd60c37da5db9125f970cbbd8ed0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_0\", \"nom_5\",\n SUM(CAST(\"id\" AS REAL)) AS total_measure,\n SUM(CAST(\"id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"id\" AS REAL))) OVER (PARTITION BY \"bin_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_0\", \"nom_5\"\nORDER BY share_within_group DESC\nLIMIT 12;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"bin_0\", item_col=\"nom_5\", and measure_col=\"id\". Cast \"id\" to REAL because the schema stores it as TEXT but the template requires summation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2dedd2e5ed005e072efc4f55c269c8ae4882692 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:55.795017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:58.360333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:09.477077Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b850386a4e71032175b81a1c2b8deae605dd449 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, measure_col=id. +Result preview: [{"bin_0": "1", "nom_5": "b97f51ac4", "total_measure": 55873977.0, "share_within_group": 0.9774457841936888}, {"bin_0": "1", "nom_5": "2ff007c26", "total_measure": 55326043.0, "share_within_group": 0.9678603598678638}, {"bin_0": "0", "nom_5": "f7821e391", "total_measure": 367072435.0, "share_within_group": 0.9344182690034321}, {"bin_0": "1", "nom_5": "640e1fdd5", "total_measure": 53392209.0, "share_within_group": 0.9340303375189908}, {"bin_0": "0", "nom_5": "472efea17", "total_measure": 360263297.0, "share_within_group": 0.9170849518248607}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef2222ef77384d69c4a2c5e5ab2074c6c58df7f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_57e7ab22bcf77cf9 +-- problem_id: v2p_c14_62b1ecccbb9cafab +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_5", + SUM(CAST("id" AS REAL)) AS total_measure, + SUM(CAST("id" AS REAL)) * 100.0 / SUM(SUM(CAST("id" AS REAL))) OVER (PARTITION BY "bin_0") AS share_within_group +FROM "c14" +GROUP BY "bin_0", "nom_5" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e34f2dd604caaccdb9471889b6d96a7472e2309 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_0\", \"nom_5\",\n SUM(CAST(\"id\" AS REAL)) AS total_measure,\n SUM(CAST(\"id\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"id\" AS REAL))) OVER (PARTITION BY \"bin_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_0\", \"nom_5\"\nORDER BY share_within_group DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_0\\\", \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS REAL))) OVER (PARTITION BY \\\"bin_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC\\nLIMIT 12;\", \"columns\": [\"bin_0\", \"nom_5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_0\": \"1\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 55873977.0, \"share_within_group\": 0.9774457841936888}, {\"bin_0\": \"1\", \"nom_5\": \"2ff007c26\", \"total_measure\": 55326043.0, \"share_within_group\": 0.9678603598678638}, {\"bin_0\": \"0\", \"nom_5\": \"f7821e391\", \"total_measure\": 367072435.0, \"share_within_group\": 0.9344182690034321}, {\"bin_0\": \"1\", \"nom_5\": \"640e1fdd5\", \"total_measure\": 53392209.0, \"share_within_group\": 0.9340303375189908}, {\"bin_0\": \"0\", \"nom_5\": \"472efea17\", \"total_measure\": 360263297.0, \"share_within_group\": 0.9170849518248607}, {\"bin_0\": \"1\", \"nom_5\": \"72f8028dc\", \"total_measure\": 52389566.0, \"share_within_group\": 0.9164903443769005}, {\"bin_0\": \"1\", \"nom_5\": \"46cab09da\", \"total_measure\": 52367164.0, \"share_within_group\": 0.9160984492294062}, {\"bin_0\": \"1\", \"nom_5\": \"475e79160\", \"total_measure\": 52303790.0, \"share_within_group\": 0.9149897998642913}, {\"bin_0\": \"0\", \"nom_5\": \"06eeaf0aa\", \"total_measure\": 359335529.0, \"share_within_group\": 0.914723228944207}, {\"bin_0\": \"0\", \"nom_5\": \"20b10a832\", \"total_measure\": 358889694.0, \"share_within_group\": 0.9135883129733002}, {\"bin_0\": \"1\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 52067470.0, \"share_within_group\": 0.9108556751765023}, {\"bin_0\": \"1\", \"nom_5\": \"6c90f81cd\", \"total_measure\": 51892371.0, \"share_within_group\": 0.9077925357947016}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 504.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b9d77cf54877c15911bdd0c65cd4b71992e3c95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:30:55.463129+00:00", + "ended_at": "2026-05-04T08:31:10.951370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_57e7ab22bcf77cf9", + "problem_id": "v2p_c14_62b1ecccbb9cafab", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_0, measure_col=id.", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_57e7ab22bcf77cf9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_57e7ab22bcf77cf9", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 283, + "total_tokens": 24242, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 173, + "estimated_total_tokens": 4041, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14848.41, + "sql_execution_elapsed_ms_total": 504.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_57e7ab22bcf77cf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b0b4c676b4dca8b27e6ac082488a110d3a64ef6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_57e7ab22bcf77cf9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:10.438021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14848.41, "started_at": "2026-05-04T08:30:55.570612+00:00", "ended_at": "2026-05-04T08:31:10.418523+00:00", "prompt_metrics": {"chars": 12088, "bytes_utf8": 12088, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 585, "bytes_utf8": 585, "lines": 1, "estimated_tokens": 173}, "usage": {"input_tokens": 23959, "cached_input_tokens": 22912, "output_tokens": 283}, "stderr_preview": "2026-05-04T08:30:55.795017Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:58.360333Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_3, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..333646972b751ce16380b0dce51947e1ae317f31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-faeb-7082-97a2-36861f9a238d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Filled the required template roles with group_col=\\\"bin_3\\\", measure_col=\\\"month\\\", entity_col=\\\"ord_5\\\", and top_k=14. Cast \\\"month\\\" to REAL for a numeric AVG in SQLite because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe11378ae682018db8c6c1f12b26a5cf468e89bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 14;","notes":"Filled the required template roles with group_col=\"bin_3\", measure_col=\"month\", entity_col=\"ord_5\", and top_k=14. Cast \"month\" to REAL for a numeric AVG in SQLite because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e65d5c55986632d56a3a0b889f4abf2696644a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:17.928057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:20.229250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:28.026421Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7d70f4d2a5e80377b57d099ad4b91fcee1130a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_3, measure_col=month. +Result preview: [{"bin_3": "T", "support": 153535, "avg_measure": 5.773836584492136, "distinct_entities": 192}, {"bin_3": "F", "support": 146465, "avg_measure": 5.768258628341242, "distinct_entities": 192}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a7e848bf68a4450803931b8e96ac3ed9f6693cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_58fa14ff32ce74ff +-- problem_id: v2p_c14_fd0c3ae0187e4de6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d8424b8d2771e76c6e300e284ae0bbfbe18256e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"bin_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_3\": \"T\", \"support\": 153535, \"avg_measure\": 5.773836584492136, \"distinct_entities\": 192}, {\"bin_3\": \"F\", \"support\": 146465, \"avg_measure\": 5.768258628341242, \"distinct_entities\": 192}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 334.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6257dd8fa498995ae1fad2f7e23c5d66c30c40ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:19:17.651373+00:00", + "ended_at": "2026-05-04T08:19:29.210436+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_58fa14ff32ce74ff", + "problem_id": "v2p_c14_fd0c3ae0187e4de6", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_3, measure_col=month.", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_58fa14ff32ce74ff.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_58fa14ff32ce74ff", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 24066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3961, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11127.94, + "sql_execution_elapsed_ms_total": 334.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_58fa14ff32ce74ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9910463bc8c5881f73f583d5483330f818a0f53c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_58fa14ff32ce74ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:28.868636+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11127.94, "started_at": "2026-05-04T08:19:17.721938+00:00", "ended_at": "2026-05-04T08:19:28.849521+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23914, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T08:19:17.928057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:20.229250Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_3", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b7ce918e482cd89192af835c57c2abbe31d198 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-0e38-7e02-ab3d-89f0cb909ce4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_3\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":23424,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..958defec86b8f4306280efdfe8f2b6cd9a6021ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"bin_3\", target_col=\"target\", target_value='1', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf989f94c54f128e0ad0269709854469551b19c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:03.465620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:05.818388Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:13.738317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac805effee4a77235cea3c2cb4290ade5d93b24b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, target_col=target. +Result preview: [{"bin_3": "F", "support": 146465, "focus_rate": 0.309384494589151}, {"bin_3": "T", "support": 153535, "focus_rate": 0.30253688084150193}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c929bd780900c6d6b029d32cce2a71f62c03cada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_5c200e1f0037aae2 +-- problem_id: v2p_c14_2446ea6a02510601 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..312c7044a23e1c1ab14c1164544cd943c8f13fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_3\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\", \"columns\": [\"bin_3\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_3\": \"F\", \"support\": 146465, \"focus_rate\": 0.309384494589151}, {\"bin_3\": \"T\", \"support\": 153535, \"focus_rate\": 0.30253688084150193}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 249.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73424dc93d1021f728bcd41dbf2ec94183b531d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:51:03.127194+00:00", + "ended_at": "2026-05-04T08:51:14.880769+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5c200e1f0037aae2", + "problem_id": "v2p_c14_2446ea6a02510601", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, target_col=target.", + "bindings": { + "group_col": "bin_3", + "target_col": "target", + "target_value": "1", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_5c200e1f0037aae2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5c200e1f0037aae2", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 161, + "total_tokens": 24113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 145, + "estimated_total_tokens": 4008, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11412.94, + "sql_execution_elapsed_ms_total": 249.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_5c200e1f0037aae2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb9402504e46ea5b7241b836e69724808d2592d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:14.625252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11412.94, "started_at": "2026-05-04T08:51:03.189487+00:00", "ended_at": "2026-05-04T08:51:14.601275+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 23952, "cached_input_tokens": 23424, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:51:03.465620Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:05.818388Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 11;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_3\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d24e1dfa54a18eae801910177798386ffb53eed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c200e1f0037aae2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5c200e1f0037aae2", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 161, + "total_tokens": 24113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 145, + "estimated_total_tokens": 4008, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11412.94, + "sql_execution_elapsed_ms_total": 249.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_5c200e1f0037aae2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52b103149e53c0265d8335a125e4b7308e213ba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11924, "bytes_utf8": 11924, "lines": 399, "estimated_tokens": 3813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54341b9be422bdc6caf25462ce97a4e14df8ec14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5c886e4f13f21818", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 106, + "estimated_total_tokens": 3919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12106.63, + "sql_execution_elapsed_ms_total": 523.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_5c886e4f13f21818\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c9bcdd4669d37c4afd11d304a19e903eeba3ded0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:30:05.831878+00:00", + "ended_at": "2026-05-04T08:30:17.936302+00:00", + "elapsed_ms": 12106.63, + "prompt_metrics": { + "chars": 11924, + "bytes_utf8": 11924, + "lines": 399, + "estimated_tokens": 3813 + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5903a19c46cd5ff2df99be8ac4eb963c7edfaea2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_3, condition_col=nom_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_3", + "condition_col": "nom_2", + "condition_value": "Cat", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a67070254048fe633d023e0b95fb7015d87e866d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-deaf-7702-8133-4bea82c14c5b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"nom_2\\\" = 'Cat' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_3\\\" and condition_col=\\\"nom_2\\\", setting condition_value to 'Cat' from the bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f98e9c0920612f92874aff341eefc258724f4e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"nom_2\" = 'Cat' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_3\" and condition_col=\"nom_2\", setting condition_value to 'Cat' from the bindings."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d76bba6f012c4c82b01b18c71e6dec3a1f7fd93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:06.080555Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:08.472470Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:17.111032Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c923706a39ca5be8fe98ba82828426147259e39e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_3, condition_col=nom_2. +Result preview: [{"ord_3": "n", "condition_rate": 0.17438963627304435}, {"ord_3": "e", "condition_rate": 0.17087806478833623}, {"ord_3": "b", "condition_rate": 0.16926821080899632}, {"ord_3": "i", "condition_rate": 0.1671063890473474}, {"ord_3": "d", "condition_rate": 0.166751012145749}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0ddf7fc5fc77b3973c24a8219652bbf9b35cae5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_5c886e4f13f21818 +-- problem_id: v2p_c14_e659cecbb9d84023 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "nom_2" = 'Cat' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4416c1517412aad9807072c21884f8b8c15b43f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"nom_2\" = 'Cat' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"nom_2\\\" = 'Cat' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_3\", \"condition_rate\"], \"rows\": [{\"ord_3\": \"n\", \"condition_rate\": 0.17438963627304435}, {\"ord_3\": \"e\", \"condition_rate\": 0.17087806478833623}, {\"ord_3\": \"b\", \"condition_rate\": 0.16926821080899632}, {\"ord_3\": \"i\", \"condition_rate\": 0.1671063890473474}, {\"ord_3\": \"d\", \"condition_rate\": 0.166751012145749}, {\"ord_3\": \"k\", \"condition_rate\": 0.16607847933191236}, {\"ord_3\": \"h\", \"condition_rate\": 0.16592562651576395}, {\"ord_3\": \"g\", \"condition_rate\": 0.16585633841505287}, {\"ord_3\": \"j\", \"condition_rate\": 0.16561853369578447}, {\"ord_3\": \"a\", \"condition_rate\": 0.16540991042068262}, {\"ord_3\": \"l\", \"condition_rate\": 0.16340936773336287}, {\"ord_3\": \"c\", \"condition_rate\": 0.16215437788018433}, {\"ord_3\": \"f\", \"condition_rate\": 0.16033774124374553}, {\"ord_3\": \"o\", \"condition_rate\": 0.15980565371024735}, {\"ord_3\": \"m\", \"condition_rate\": 0.15853658536585366}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 523.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..75a3cb6666bf67839fe4ee6ddce5e2e7555e2245 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:30:05.764712+00:00", + "ended_at": "2026-05-04T08:30:18.501015+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5c886e4f13f21818", + "problem_id": "v2p_c14_e659cecbb9d84023", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_3, condition_col=nom_2.", + "bindings": { + "group_col": "ord_3", + "condition_col": "nom_2", + "condition_value": "Cat", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_5c886e4f13f21818.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5c886e4f13f21818", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 106, + "estimated_total_tokens": 3919, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12106.63, + "sql_execution_elapsed_ms_total": 523.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_5c886e4f13f21818\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ca5c5a4331316fda679a9eb2e33b4b30a68c012 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c886e4f13f21818/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:17.969560+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12106.63, "started_at": "2026-05-04T08:30:05.831878+00:00", "ended_at": "2026-05-04T08:30:17.936302+00:00", "prompt_metrics": {"chars": 11924, "bytes_utf8": 11924, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:30:06.080555Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:08.472470Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_4, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "item_col": "nom_9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3296bac6cd253c78c53ec9460ca04cb948f09a32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-7409-7622-aa19-915b6daa954a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_4\\\", \\\"nom_9\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"bin_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\", \\\"nom_9\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"bin_4\\\", item_col=\\\"nom_9\\\", and measure_col=\\\"id\\\". CAST(\\\"id\\\" AS NUMERIC) is applied because the schema stores \\\"id\\\" as TEXT while the template requires aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":19840,"output_tokens":263}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c712e921fd234223516adde5f5930af5115edb18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_4\", \"nom_9\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"bin_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_4\", \"nom_9\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"bin_4\", item_col=\"nom_9\", and measure_col=\"id\". CAST(\"id\" AS NUMERIC) is applied because the schema stores \"id\" as TEXT while the template requires aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ceb9e411ed66027ebef47d0e476b684904b22f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:55.361973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:57.772630Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:33:08.935144Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a8cc7e128c562495bd1802d82f76c9800860dbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_4, measure_col=id. +Result preview: [{"bin_4": "N", "nom_9": "8e0450be1", "total_measure": 4898701, "share_within_group": 0.030132813360934672}, {"bin_4": "N", "nom_9": "4a1dc5715", "total_measure": 4874094, "share_within_group": 0.02998145116545213}, {"bin_4": "N", "nom_9": "488795af2", "total_measure": 4775317, "share_within_group": 0.029373855620152867}, {"bin_4": "N", "nom_9": "f12f038cc", "total_measure": 4772958, "share_within_group": 0.029359344976062025}, {"bin_4": "N", "nom_9": "545c8ac83", "total_measure": 4732860, "share_within_group": 0.02911269478243993}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ebf53743caa84d25d2a0a65aeeb163784367fb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_5c91a47740f2c8de +-- problem_id: v2p_c14_df1834c45090290e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", "nom_9", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "bin_4") AS share_within_group +FROM "c14" +GROUP BY "bin_4", "nom_9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c720e4682ab2fb19c7bd810df07a0ab4e47865d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_4\", \"nom_9\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"bin_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_4\", \"nom_9\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_4\\\", \\\"nom_9\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"bin_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\", \\\"nom_9\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"bin_4\", \"nom_9\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_4\": \"N\", \"nom_9\": \"8e0450be1\", \"total_measure\": 4898701, \"share_within_group\": 0.030132813360934672}, {\"bin_4\": \"N\", \"nom_9\": \"4a1dc5715\", \"total_measure\": 4874094, \"share_within_group\": 0.02998145116545213}, {\"bin_4\": \"N\", \"nom_9\": \"488795af2\", \"total_measure\": 4775317, \"share_within_group\": 0.029373855620152867}, {\"bin_4\": \"N\", \"nom_9\": \"f12f038cc\", \"total_measure\": 4772958, \"share_within_group\": 0.029359344976062025}, {\"bin_4\": \"N\", \"nom_9\": \"545c8ac83\", \"total_measure\": 4732860, \"share_within_group\": 0.02911269478243993}, {\"bin_4\": \"N\", \"nom_9\": \"dccd17eb3\", \"total_measure\": 4680805, \"share_within_group\": 0.028792494876484564}, {\"bin_4\": \"N\", \"nom_9\": \"7be800d91\", \"total_measure\": 4607084, \"share_within_group\": 0.02833902340848081}, {\"bin_4\": \"N\", \"nom_9\": \"44ffd907d\", \"total_measure\": 4554852, \"share_within_group\": 0.0280177347428798}, {\"bin_4\": \"Y\", \"nom_9\": \"b37f33d00\", \"total_measure\": 7981649, \"share_within_group\": 0.027769194022962736}, {\"bin_4\": \"N\", \"nom_9\": \"21fdc2588\", \"total_measure\": 4478281, \"share_within_group\": 0.027546732399225813}, {\"bin_4\": \"N\", \"nom_9\": \"2414a04be\", \"total_measure\": 4472579, \"share_within_group\": 0.02751165834555647}, {\"bin_4\": \"N\", \"nom_9\": \"412859a59\", \"total_measure\": 4462914, \"share_within_group\": 0.027452207147956653}, {\"bin_4\": \"N\", \"nom_9\": \"1fba7bcfe\", \"total_measure\": 4440012, \"share_within_group\": 0.027311332721942055}, {\"bin_4\": \"N\", \"nom_9\": \"11ca62cb0\", \"total_measure\": 4422546, \"share_within_group\": 0.027203896134536113}, {\"bin_4\": \"N\", \"nom_9\": \"f1f881e1c\", \"total_measure\": 4419648, \"share_within_group\": 0.027186070002032825}, {\"bin_4\": \"N\", \"nom_9\": \"5561ba893\", \"total_measure\": 4415489, \"share_within_group\": 0.027160487225952365}, {\"bin_4\": \"N\", \"nom_9\": \"fe5220394\", \"total_measure\": 4388517, \"share_within_group\": 0.02699457747927235}, {\"bin_4\": \"N\", \"nom_9\": \"ee90398d6\", \"total_measure\": 4385260, \"share_within_group\": 0.026974543071555578}, {\"bin_4\": \"N\", \"nom_9\": \"1903e8cdf\", \"total_measure\": 4372781, \"share_within_group\": 0.026897782440945317}, {\"bin_4\": \"Y\", \"nom_9\": \"d1cddf499\", \"total_measure\": 7722276, \"share_within_group\": 0.026866801652499203}, {\"bin_4\": \"Y\", \"nom_9\": \"8e6834928\", \"total_measure\": 7719385, \"share_within_group\": 0.026856743487836687}, {\"bin_4\": \"N\", \"nom_9\": \"f73acd9cb\", \"total_measure\": 4364438, \"share_within_group\": 0.02684646310917343}, {\"bin_4\": \"N\", \"nom_9\": \"161490de0\", \"total_measure\": 4358527, \"share_within_group\": 0.026810103457956407}, {\"bin_4\": \"N\", \"nom_9\": \"96ce228a8\", \"total_measure\": 4342334, \"share_within_group\": 0.0267104973283409}, {\"bin_4\": \"N\", \"nom_9\": \"28248c941\", \"total_measure\": 4338005, \"share_within_group\": 0.026683868850905866}, {\"bin_4\": \"Y\", \"nom_9\": \"163cc60fa\", \"total_measure\": 7664463, \"share_within_group\": 0.02666566271315853}, {\"bin_4\": \"Y\", \"nom_9\": \"b043b3d84\", \"total_measure\": 7663754, \"share_within_group\": 0.026663196010029602}, {\"bin_4\": \"N\", \"nom_9\": \"a16b1d8cd\", \"total_measure\": 4230699, \"share_within_group\": 0.02602380985352912}, {\"bin_4\": \"Y\", \"nom_9\": \"a92c41029\", \"total_measure\": 7443064, \"share_within_group\": 0.025895386823115013}, {\"bin_4\": \"N\", \"nom_9\": \"4b5ede9d4\", \"total_measure\": 4205356, \"share_within_group\": 0.025867920386299714}, {\"bin_4\": \"Y\", \"nom_9\": \"0669299aa\", \"total_measure\": 7424106, \"share_within_group\": 0.025829429477673322}, {\"bin_4\": \"Y\", \"nom_9\": \"8055610e2\", \"total_measure\": 7413026, \"share_within_group\": 0.02579088071791523}, {\"bin_4\": \"N\", \"nom_9\": \"f4a30febc\", \"total_measure\": 4191637, \"share_within_group\": 0.025783532286985492}, {\"bin_4\": \"N\", \"nom_9\": \"ae32b58db\", \"total_measure\": 4188585, \"share_within_group\": 0.025764758872078648}, {\"bin_4\": \"N\", \"nom_9\": \"33a081789\", \"total_measure\": 4179398, \"share_within_group\": 0.025708247940640517}, {\"bin_4\": \"N\", \"nom_9\": \"635410fdc\", \"total_measure\": 4177910, \"share_within_group\": 0.025699094978195766}, {\"bin_4\": \"N\", \"nom_9\": \"8d6df457e\", \"total_measure\": 4172558, \"share_within_group\": 0.025666173839079962}, {\"bin_4\": \"N\", \"nom_9\": \"c0cb3d0b4\", \"total_measure\": 4123765, \"share_within_group\": 0.025366039096763562}, {\"bin_4\": \"N\", \"nom_9\": \"2590efc39\", \"total_measure\": 4119957, \"share_within_group\": 0.025342615386421078}, {\"bin_4\": \"N\", \"nom_9\": \"1d57a05d2\", \"total_measure\": 4109053, \"share_within_group\": 0.025275542871301737}, {\"bin_4\": \"N\", \"nom_9\": \"ce51a424b\", \"total_measure\": 4107447, \"share_within_group\": 0.02526566406909322}, {\"bin_4\": \"N\", \"nom_9\": \"3181578a6\", \"total_measure\": 4101108, \"share_within_group\": 0.025226671710936444}, {\"bin_4\": \"Y\", \"nom_9\": \"f0868d00b\", \"total_measure\": 7244426, \"share_within_group\": 0.025204299409682867}, {\"bin_4\": \"N\", \"nom_9\": \"0fbc05f0c\", \"total_measure\": 4090667, \"share_within_group\": 0.02516244719421221}, {\"bin_4\": \"N\", \"nom_9\": \"2dbda5cf3\", \"total_measure\": 4085815, \"share_within_group\": 0.025132601647315747}, {\"bin_4\": \"N\", \"nom_9\": \"2ea8810fa\", \"total_measure\": 4082583, \"share_within_group\": 0.02511272101920994}, {\"bin_4\": \"N\", \"nom_9\": \"8aa1988ee\", \"total_measure\": 4080050, \"share_within_group\": 0.02509714006902677}, {\"bin_4\": \"N\", \"nom_9\": \"2e89cd6fe\", \"total_measure\": 4074275, \"share_within_group\": 0.025061616978893406}, {\"bin_4\": \"N\", \"nom_9\": \"e8be2364b\", \"total_measure\": 4070651, \"share_within_group\": 0.025039325086487638}, {\"bin_4\": \"Y\", \"nom_9\": \"fe7aa1794\", \"total_measure\": 7179580, \"share_within_group\": 0.024978691749459644}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 637.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e4bc22efc86548262d96baf8b60fa0bb139939e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:32:55.091619+00:00", + "ended_at": "2026-05-04T08:33:10.396308+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5c91a47740f2c8de", + "problem_id": "v2p_c14_df1834c45090290e", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_4, measure_col=id.", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "item_col": "nom_9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_5c91a47740f2c8de.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5c91a47740f2c8de", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 19840, + "output_tokens": 263, + "total_tokens": 24222, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 171, + "estimated_total_tokens": 4039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14552.72, + "sql_execution_elapsed_ms_total": 637.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_5c91a47740f2c8de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f4d0716d3604dfe21be7c371a0e15fa38fa81c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5c91a47740f2c8de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:33:09.747139+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14552.72, "started_at": "2026-05-04T08:32:55.175467+00:00", "ended_at": "2026-05-04T08:33:09.727677+00:00", "prompt_metrics": {"chars": 12088, "bytes_utf8": 12088, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 575, "bytes_utf8": 575, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 23959, "cached_input_tokens": 19840, "output_tokens": 263}, "stderr_preview": "2026-05-04T08:32:55.361973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:57.772630Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=target.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "target", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f08b4166bbf759107e90451e23f9a98caf647f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-194d-72e1-9b57-ae9722328f98"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"target\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with fixed bindings: group_col=\\\"target\\\", predicate_col=\\\"ord_1\\\", predicate_value='Novice', and top_k=12. Query is single-table SQLite SELECT and quotes identifiers with double quotes.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23885,"cached_input_tokens":22912,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..486e9a1fc555e33dcd1a2bd5ba322f01bb270223 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"target\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the planned Filtered Top-k Group Count template with fixed bindings: group_col=\"target\", predicate_col=\"ord_1\", predicate_value='Novice', and top_k=12. Query is single-table SQLite SELECT and quotes identifiers with double quotes."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29fd035a63ccc0e9ee7e0f4dfc2338f2b7a15161 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:46.956961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:49.390848Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:58.730954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..58693392d07803faf9aa2c606187843931a54c21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=target. +Result preview: [{"target": "0", "support": 95943}, {"target": "1", "support": 30640}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..24172253369631b6b2829b8b134c39ab71b17246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_5d9b2848c8553a4a +-- problem_id: v2p_c14_3f9b6921ec022766 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "target" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c7da4d999ae68bd5824f95578c54444937e1af4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"target\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"target\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"target\", \"support\"], \"rows\": [{\"target\": \"0\", \"support\": 95943}, {\"target\": \"1\", \"support\": 30640}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 165.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51da83719f8decf98d5fc8023d380dbc95d1165d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:11:46.693378+00:00", + "ended_at": "2026-05-04T08:11:59.620582+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_5d9b2848c8553a4a", + "problem_id": "v2p_c14_3f9b6921ec022766", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=target.", + "bindings": { + "group_col": "target", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_5d9b2848c8553a4a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_5d9b2848c8553a4a", + "api_calls": 0, + "input_tokens": 23885, + "cached_input_tokens": 22912, + "output_tokens": 129, + "total_tokens": 24014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3796, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12653.21, + "sql_execution_elapsed_ms_total": 165.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_5d9b2848c8553a4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2afad9f5373ccf3ee76874fa5d941ace0524a9ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_5d9b2848c8553a4a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:59.444153+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12653.21, "started_at": "2026-05-04T08:11:46.768722+00:00", "ended_at": "2026-05-04T08:11:59.420121+00:00", "prompt_metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3796}, "response_metrics": {"chars": 453, "bytes_utf8": 453, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23885, "cached_input_tokens": 22912, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:11:46.956961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:49.390848Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_4, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ab55cf93e5427dd06555efba0f6392ad5722750 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df221-16c8-78c3-9549-d0a1e1e518f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_4\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"nom_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template with group_col=\\\"nom_4\\\", item_col=\\\"nom_6\\\", and measure_col=\\\"ord_0\\\". CAST to REAL is applied because the schema stores \\\"ord_0\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23963,"cached_input_tokens":22912,"output_tokens":353}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..087a53eb5b0db92004ae4be983b3322a7ef4e2d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_4\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"nom_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_4\", \"nom_6\"\nORDER BY share_within_group DESC\nLIMIT 16;","notes":"Used the provided template with group_col=\"nom_4\", item_col=\"nom_6\", and measure_col=\"ord_0\". CAST to REAL is applied because the schema stores \"ord_0\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..071c5bf163b541c2ebdd45ab3aba3234351367ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:48.092869Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:50.551892Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:36:05.018568Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..887f169815c7ad2542f4479c17704a087e7870a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_4, measure_col=ord_0. +Result preview: [{"nom_4": "Theremin", "nom_6": "d173ac7ca", "total_measure": 363.0, "share_within_group": 0.44886855447013724}, {"nom_4": "Theremin", "nom_6": "50e49ea04", "total_measure": 357.0, "share_within_group": 0.44144923952021764}, {"nom_4": "Piano", "nom_6": "2ed5a94b0", "total_measure": 541.0, "share_within_group": 0.4334345481785334}, {"nom_4": "Theremin", "nom_6": "50d7ad46a", "total_measure": 350.0, "share_within_group": 0.4327933720786447}, {"nom_4": "Bassoon", "nom_6": "d173ac7ca", "total_measure": 439.0, "share_within_group": 0.43225253788363643}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b635c8d5bb638a790391427e2527b6e7ee6ac8fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_623322069629271b +-- problem_id: v2p_c14_2587f4cebbf617f6 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", "nom_6", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "nom_4") AS share_within_group +FROM "c14" +GROUP BY "nom_4", "nom_6" +ORDER BY share_within_group DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30d5c5720945624008b0dfd2ff003b44ba870c3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_4\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"nom_4\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_4\", \"nom_6\"\nORDER BY share_within_group DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_4\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"nom_4\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC\\nLIMIT 16;\", \"columns\": [\"nom_4\", \"nom_6\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_4\": \"Theremin\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 363.0, \"share_within_group\": 0.44886855447013724}, {\"nom_4\": \"Theremin\", \"nom_6\": \"50e49ea04\", \"total_measure\": 357.0, \"share_within_group\": 0.44144923952021764}, {\"nom_4\": \"Piano\", \"nom_6\": \"2ed5a94b0\", \"total_measure\": 541.0, \"share_within_group\": 0.4334345481785334}, {\"nom_4\": \"Theremin\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 350.0, \"share_within_group\": 0.4327933720786447}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 439.0, \"share_within_group\": 0.43225253788363643}, {\"nom_4\": \"Theremin\", \"nom_6\": \"d4d727716\", \"total_measure\": 349.0, \"share_within_group\": 0.4315568195869915}, {\"nom_4\": \"Theremin\", \"nom_6\": \"f14fe8bc5\", \"total_measure\": 345.0, \"share_within_group\": 0.4266106096203784}, {\"nom_4\": \"Theremin\", \"nom_6\": \"f497b97d7\", \"total_measure\": 344.0, \"share_within_group\": 0.4253740571287251}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"3b9693870\", \"total_measure\": 428.0, \"share_within_group\": 0.42142160868837447}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"f497b97d7\", \"total_measure\": 426.0, \"share_within_group\": 0.41945234883469046}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"3ac1b8814\", \"total_measure\": 422.0, \"share_within_group\": 0.4155138291273225}, {\"nom_4\": \"Piano\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 517.0, \"share_within_group\": 0.41420639816691635}, {\"nom_4\": \"Theremin\", \"nom_6\": \"642fcc7be\", \"total_measure\": 332.0, \"share_within_group\": 0.41053542722888586}, {\"nom_4\": \"Theremin\", \"nom_6\": \"a406a5f12\", \"total_measure\": 330.0, \"share_within_group\": 0.4080623222455793}, {\"nom_4\": \"Oboe\", \"nom_6\": \"20636817e\", \"total_measure\": 556.0, \"share_within_group\": 0.40696227547539926}, {\"nom_4\": \"Bassoon\", \"nom_6\": \"73dd803d0\", \"total_measure\": 413.0, \"share_within_group\": 0.40665215978574454}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 549.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9060717624e33b71c4094aede06a94d16ef0186c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:35:47.856224+00:00", + "ended_at": "2026-05-04T08:36:06.442449+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_623322069629271b", + "problem_id": "v2p_c14_2587f4cebbf617f6", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_4, measure_col=ord_0.", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_623322069629271b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_623322069629271b", + "api_calls": 0, + "input_tokens": 23963, + "cached_input_tokens": 22912, + "output_tokens": 353, + "total_tokens": 24316, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3872, + "estimated_output_tokens": 172, + "estimated_total_tokens": 4044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17947.35, + "sql_execution_elapsed_ms_total": 549.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_623322069629271b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5caa98801420212b0c6e02d59f6e5a9c9810cb5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_623322069629271b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:36:05.882475+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17947.35, "started_at": "2026-05-04T08:35:47.913952+00:00", "ended_at": "2026-05-04T08:36:05.861377+00:00", "prompt_metrics": {"chars": 12092, "bytes_utf8": 12092, "lines": 398, "estimated_tokens": 3872}, "response_metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 23963, "cached_input_tokens": 22912, "output_tokens": 353}, "stderr_preview": "2026-05-04T08:35:48.092869Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:50.551892Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_2, group_col_2=ord_3.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_2", + "group_col_2": "ord_3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a956a007a9c68652068455c6d15b7d130895b772 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-fc91-7ec0-850e-ab773de964c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_2\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\", \\\"ord_3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ord_2\\\", \\\"ord_3\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=ord_2, group_col_2=ord_3, top_k=13, and double-quoted SQLite identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23920,"cached_input_tokens":22912,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8db548b7e4a80aa9784e5f1e61cd0294cba37b6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_2\",\n \"ord_3\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"ord_2\", \"ord_3\"\nORDER BY \"support\" ASC, \"ord_2\", \"ord_3\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=ord_2, group_col_2=ord_3, top_k=13, and double-quoted SQLite identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a9850a6029928f39e41d0207d082d3b8fe63388 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:43.162057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:45.784850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:54.429361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..469c3639240485f57d8d4ff898e1270fbc853eaa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_2, group_col_2=ord_3. +Result preview: [{"ord_2": "Hot", "ord_3": "m", "support": 18}, {"ord_2": "Warm", "ord_3": "m", "support": 23}, {"ord_2": "Cold", "ord_3": "m", "support": 29}, {"ord_2": "Boiling Hot", "ord_3": "m", "support": 67}, {"ord_2": "Lava Hot", "ord_3": "m", "support": 75}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47b638c64d24a1202c24e6e5a043c596045caf32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_632f5c842f606dc1 +-- problem_id: v2p_c14_e53793180835cb51 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + "ord_3", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "ord_2", "ord_3" +ORDER BY "support" ASC, "ord_2", "ord_3" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7f2743f58bfc4190011ba2aae9c72e592fa75b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_2\",\n \"ord_3\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"ord_2\", \"ord_3\"\nORDER BY \"support\" ASC, \"ord_2\", \"ord_3\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_2\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\", \\\"ord_3\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ord_2\\\", \\\"ord_3\\\"\\nLIMIT 13;\", \"columns\": [\"ord_2\", \"ord_3\", \"support\"], \"rows\": [{\"ord_2\": \"Hot\", \"ord_3\": \"m\", \"support\": 18}, {\"ord_2\": \"Warm\", \"ord_3\": \"m\", \"support\": 23}, {\"ord_2\": \"Cold\", \"ord_3\": \"m\", \"support\": 29}, {\"ord_2\": \"Boiling Hot\", \"ord_3\": \"m\", \"support\": 67}, {\"ord_2\": \"Lava Hot\", \"ord_3\": \"m\", \"support\": 75}, {\"ord_2\": \"Freezing\", \"ord_3\": \"m\", \"support\": 116}, {\"ord_2\": \"Warm\", \"ord_3\": \"n\", \"support\": 288}, {\"ord_2\": \"Hot\", \"ord_3\": \"n\", \"support\": 320}, {\"ord_2\": \"Cold\", \"ord_3\": \"n\", \"support\": 448}, {\"ord_2\": \"Warm\", \"ord_3\": \"c\", \"support\": 469}, {\"ord_2\": \"Warm\", \"ord_3\": \"d\", \"support\": 481}, {\"ord_2\": \"Hot\", \"ord_3\": \"c\", \"support\": 510}, {\"ord_2\": \"Hot\", \"ord_3\": \"d\", \"support\": 581}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 498.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da4dd8986a1c9689f1ff58b66c2d84dbfddab11e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:59:42.928066+00:00", + "ended_at": "2026-05-04T08:59:55.709499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_632f5c842f606dc1", + "problem_id": "v2p_c14_e53793180835cb51", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_2, group_col_2=ord_3.", + "bindings": { + "group_col": "ord_2", + "group_col_2": "ord_3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_632f5c842f606dc1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_632f5c842f606dc1", + "api_calls": 0, + "input_tokens": 23920, + "cached_input_tokens": 22912, + "output_tokens": 172, + "total_tokens": 24092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3831, + "estimated_output_tokens": 125, + "estimated_total_tokens": 3956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12188.7, + "sql_execution_elapsed_ms_total": 498.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_632f5c842f606dc1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bebeffcb0670ab4dad547eae6c0a43e866ee9add --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_632f5c842f606dc1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:55.202551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12188.7, "started_at": "2026-05-04T08:59:42.985825+00:00", "ended_at": "2026-05-04T08:59:55.174318+00:00", "prompt_metrics": {"chars": 11849, "bytes_utf8": 11849, "lines": 396, "estimated_tokens": 3831}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 23920, "cached_input_tokens": 22912, "output_tokens": 172}, "stderr_preview": "2026-05-04T08:59:43.162057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:45.784850Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71c4dc181f6418c7d1b4436a05763eee1885a518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-9a0c-7663-9cae-1dd7da6f48e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_4\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"ord_4\\\" and measure_col=\\\"id\\\". Cast \\\"id\\\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":22912,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbc18f002100f25a9ef2c63b533b4881566bc87c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_4\", AVG(CAST(\"id\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"ord_4\" and measure_col=\"id\". Cast \"id\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0263f07d5d089b4d53f31a386fa66e0d68b49d28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:47.602506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:49.886313Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:59.506451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..904cd8e8b80f2ff46f14828710ef4b2a4382d017 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=id. +Result preview: [{"ord_4": "D", "avg_measure": 151419.48842476096}, {"ord_4": "Q", "avg_measure": 150975.2736577708}, {"ord_4": "H", "avg_measure": 150953.78364592325}, {"ord_4": "K", "avg_measure": 150819.55361273643}, {"ord_4": "L", "avg_measure": 150722.69406272945}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d0f0f6bf6ccc0bfbfe7039eeeefcb9a51f3cd45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_6336342ee321ac90 +-- problem_id: v2p_c14_4a344adb25535d7c +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", AVG(CAST("id" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d54881334cdda7acb673ac9de00a77a63f856f63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_4\", AVG(CAST(\"id\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_4\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_4\", \"avg_measure\"], \"rows\": [{\"ord_4\": \"D\", \"avg_measure\": 151419.48842476096}, {\"ord_4\": \"Q\", \"avg_measure\": 150975.2736577708}, {\"ord_4\": \"H\", \"avg_measure\": 150953.78364592325}, {\"ord_4\": \"K\", \"avg_measure\": 150819.55361273643}, {\"ord_4\": \"L\", \"avg_measure\": 150722.69406272945}, {\"ord_4\": \"J\", \"avg_measure\": 150632.60762540766}, {\"ord_4\": \"E\", \"avg_measure\": 150562.90869680615}, {\"ord_4\": \"S\", \"avg_measure\": 150413.19682119205}, {\"ord_4\": \"N\", \"avg_measure\": 150392.07479224377}, {\"ord_4\": \"P\", \"avg_measure\": 150354.8224939637}, {\"ord_4\": \"T\", \"avg_measure\": 150307.54992967652}, {\"ord_4\": \"R\", \"avg_measure\": 150205.29727654043}, {\"ord_4\": \"C\", \"avg_measure\": 150155.94713286712}, {\"ord_4\": \"F\", \"avg_measure\": 149609.51199112402}, {\"ord_4\": \"V\", \"avg_measure\": 149575.98345471258}, {\"ord_4\": \"U\", \"avg_measure\": 149504.20140900195}, {\"ord_4\": \"A\", \"avg_measure\": 149490.49496111294}, {\"ord_4\": \"Z\", \"avg_measure\": 149455.3239179314}, {\"ord_4\": \"Y\", \"avg_measure\": 149380.64711425206}, {\"ord_4\": \"W\", \"avg_measure\": 149379.03946939218}, {\"ord_4\": \"G\", \"avg_measure\": 149331.43679559766}, {\"ord_4\": \"I\", \"avg_measure\": 149114.45226714012}, {\"ord_4\": \"B\", \"avg_measure\": 148852.579996758}, {\"ord_4\": \"X\", \"avg_measure\": 148784.16703750796}, {\"ord_4\": \"O\", \"avg_measure\": 148327.22532556547}, {\"ord_4\": \"M\", \"avg_measure\": 147506.06289308175}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 321.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3cd7b9a026b74abe6e89487e85cb417d73f51570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:17:47.324108+00:00", + "ended_at": "2026-05-04T08:18:00.759392+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6336342ee321ac90", + "problem_id": "v2p_c14_4a344adb25535d7c", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=id.", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6336342ee321ac90.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6336342ee321ac90", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 121, + "total_tokens": 23960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 101, + "estimated_total_tokens": 3849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13011.26, + "sql_execution_elapsed_ms_total": 321.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6336342ee321ac90\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9d6923cbc189ad38bf29fe8cc7a0ce742859570 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6336342ee321ac90/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:00.430193+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13011.26, "started_at": "2026-05-04T08:17:47.397609+00:00", "ended_at": "2026-05-04T08:18:00.408548+00:00", "prompt_metrics": {"chars": 11691, "bytes_utf8": 11691, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 23839, "cached_input_tokens": 22912, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:17:47.602506Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:49.886313Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_0, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48c668902de21e8e3e9f3d248470e8c5bae578df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-0415-7680-b7db-ee2a4934effa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_0\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_0\\\" and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":23424,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f27171f4a7ce7f91369ea1531eed29ce456fd3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_0\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"bin_0\" and measure_col=\"day\". CAST was added because \"day\" is stored as TEXT in the schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0956453d60b78b7453050e5957ba0ed002f0541f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:28.530339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:30.976085Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:40.148354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae0836506a2c8da8047c9524c1dcec0ff6b4fa10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_0, measure_col=day. +Result preview: [{"bin_0": "0", "total_measure": 786758.0}, {"bin_0": "1", "total_measure": 115587.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3ba7573249be16b19a7f3120a5d2b7b65b3c7d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_6340e5a413f6f177 +-- problem_id: v2p_c14_1956427c1fa2d43e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", SUM(CAST("day" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_0" +HAVING SUM(CAST("day" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..142c3d48d43cfda59da8a6d0e4be1ddf680982fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_0\", SUM(CAST(\"day\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING SUM(CAST(\"day\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_0\\\", SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING SUM(CAST(\\\"day\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"bin_0\", \"total_measure\"], \"rows\": [{\"bin_0\": \"0\", \"total_measure\": 786758.0}, {\"bin_0\": \"1\", \"total_measure\": 115587.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 221.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2252fd9282a7420791b60c705887013cc73411d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:56:28.214491+00:00", + "ended_at": "2026-05-04T08:56:41.148111+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6340e5a413f6f177", + "problem_id": "v2p_c14_1956427c1fa2d43e", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=bin_0, measure_col=day.", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6340e5a413f6f177.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6340e5a413f6f177", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 23424, + "output_tokens": 164, + "total_tokens": 24046, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12628.16, + "sql_execution_elapsed_ms_total": 221.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6340e5a413f6f177\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53708955d774f7149bdbfb662069042a909db15a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:40.917683+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12628.16, "started_at": "2026-05-04T08:56:28.269863+00:00", "ended_at": "2026-05-04T08:56:40.897889+00:00", "prompt_metrics": {"chars": 11845, "bytes_utf8": 11845, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 23882, "cached_input_tokens": 23424, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:56:28.530339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:30.976085Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_0\\\" and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the schema.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22b93c988809f0d71ce640232a3fee3096be1145 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6340e5a413f6f177/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6340e5a413f6f177", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 23424, + "output_tokens": 164, + "total_tokens": 24046, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 118, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12628.16, + "sql_execution_elapsed_ms_total": 221.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6340e5a413f6f177\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e22b3561ffa37eab688704d2350eeb851c49c9d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Russia", "support": 101123, "support_share": 0.3370766666666667, "support_rank": 1}, {"value_label": "Canada", "support": 49951, "support_share": 0.16650333333333334, "support_rank": 2}, {"value_label": "China", "support": 46044, "support_share": 0.15348, "support_rank": 3}, {"value_label": "Finland", "support": 36942, "support_share": 0.12314, "support_rank": 4}, {"value_label": "Costa Rica", "support": 35988, "support_share": 0.11996, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98013f24fc9d9b5006d6e7fc2064df3b8729cca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_637f927fb73c7c3a +-- problem_id: v2p_c14_cb03bc71240e204f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5f9b45f75c4ab3877cfad42a7c1f743d87a30a86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_637f927fb73c7c3a\n-- problem_id: v2p_c14_cb03bc71240e204f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_3\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_3\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_637f927fb73c7c3a\\n-- problem_id: v2p_c14_cb03bc71240e204f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_3\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_3\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Russia\", \"support\": 101123, \"support_share\": 0.3370766666666667, \"support_rank\": 1}, {\"value_label\": \"Canada\", \"support\": 49951, \"support_share\": 0.16650333333333334, \"support_rank\": 2}, {\"value_label\": \"China\", \"support\": 46044, \"support_share\": 0.15348, \"support_rank\": 3}, {\"value_label\": \"Finland\", \"support\": 36942, \"support_share\": 0.12314, \"support_rank\": 4}, {\"value_label\": \"Costa Rica\", \"support\": 35988, \"support_share\": 0.11996, \"support_rank\": 5}, {\"value_label\": \"India\", \"support\": 29952, \"support_share\": 0.09984, \"support_rank\": 6}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 228.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aefa8c214da95d13a328bfc0e79e458018e833a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:13.822691+00:00", + "ended_at": "2026-05-04T09:00:14.055954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_637f927fb73c7c3a", + "problem_id": "v2p_c14_cb03bc71240e204f", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=nom_3.", + "bindings": { + "group_col": "nom_3" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_637f927fb73c7c3a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_637f927fb73c7c3a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2a7a9f7e2274f67c21297d31818471bf364c07b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3752}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23843, "cached_input_tokens": 19840, "output_tokens": 140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae93759480abd046f2f4c63b0e178e6414d2f8c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_63972a4b9cb518b3", + "api_calls": 0, + "input_tokens": 23843, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 23983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3752, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11311.07, + "sql_execution_elapsed_ms_total": 296.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_63972a4b9cb518b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ea446fbd1b254fad777c1eb14fb4adee53d1899 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:35.350027+00:00", + "ended_at": "2026-05-04T08:14:46.661046+00:00", + "elapsed_ms": 11311.07, + "prompt_metrics": { + "chars": 11689, + "bytes_utf8": 11689, + "lines": 396, + "estimated_tokens": 3752 + }, + "stdout_metrics": { + "chars": 716, + "bytes_utf8": 716, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 23843, + "cached_input_tokens": 19840, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e08155cd4b412885ba48e4b047a7c392d424b278 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d9840c639d175794291f00473e3c2e768e5eeeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-abeb-75d2-90a3-4e7c3316eb59"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_2\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"nom_2\\\" and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the schema stores it as TEXT while the template requires a numeric mean.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23843,"cached_input_tokens":19840,"output_tokens":140}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5098d5940f5797744e3f2cb337fb52bd8ec9c846 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_2\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"nom_2\" and measure_col=\"ord_0\". Cast \"ord_0\" to REAL because the schema stores it as TEXT while the template requires a numeric mean."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..721f461889ba07846f395fef3f7dfe765a08bf10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:35.555986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:37.837367Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:45.748281Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbec80d3de4c3056a42d63992d5d0a429efa7319 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=ord_0. +Result preview: [{"nom_2": "Snake", "avg_measure": 1.4833510950651385}, {"nom_2": "Dog", "avg_measure": 1.483281700673005}, {"nom_2": "Lion", "avg_measure": 1.4788390345031839}, {"nom_2": "Hamster", "avg_measure": 1.4785498694339878}, {"nom_2": "Axolotl", "avg_measure": 1.4782488377241532}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc86073065d7590766fcb7f82bb5831fde27e9ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_63972a4b9cb518b3 +-- problem_id: v2p_c14_06f18c0c4e13bea1 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d4a63055d91210afac0c72429cf8fe28df5ffc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_2\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_2\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_2\", \"avg_measure\"], \"rows\": [{\"nom_2\": \"Snake\", \"avg_measure\": 1.4833510950651385}, {\"nom_2\": \"Dog\", \"avg_measure\": 1.483281700673005}, {\"nom_2\": \"Lion\", \"avg_measure\": 1.4788390345031839}, {\"nom_2\": \"Hamster\", \"avg_measure\": 1.4785498694339878}, {\"nom_2\": \"Axolotl\", \"avg_measure\": 1.4782488377241532}, {\"nom_2\": \"Cat\", \"avg_measure\": 1.4763084234479147}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 296.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24243dc202103deeff3e09dd563543dbf240c708 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:14:35.290521+00:00", + "ended_at": "2026-05-04T08:14:46.982461+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_63972a4b9cb518b3", + "problem_id": "v2p_c14_06f18c0c4e13bea1", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_63972a4b9cb518b3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_63972a4b9cb518b3", + "api_calls": 0, + "input_tokens": 23843, + "cached_input_tokens": 19840, + "output_tokens": 140, + "total_tokens": 23983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3752, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11311.07, + "sql_execution_elapsed_ms_total": 296.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_63972a4b9cb518b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a04eb1228acfd40d0b4981ecc4cbee75aea0e753 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_63972a4b9cb518b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:46.678846+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11311.07, "started_at": "2026-05-04T08:14:35.350027+00:00", "ended_at": "2026-05-04T08:14:46.661046+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3752}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23843, "cached_input_tokens": 19840, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:14:35.555986Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:37.837367Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=id.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c96bb1b08020e9e680e8559d75bda166d4cac5d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-6ab3-7821-8cb9-edad2264c1d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"month\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nHAVING SUM(\\\"id\\\") > 150351.84\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"month\\\" and measure_col=\\\"id\\\". SQLite will coerce numeric text values in \\\"id\\\" for SUM().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23878,"cached_input_tokens":22912,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97d26f2cdb0cfbc927ffe4892e6664e73d5f599b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"month\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"month\"\nHAVING SUM(\"id\") > 150351.84\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"month\" and measure_col=\"id\". SQLite will coerce numeric text values in \"id\" for SUM()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35c6cd518fa43fbc8b6d335eb9e84578aa00cdd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:49.246985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:51.612846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:00.596035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..feb601d05e40eb0f7499ff57e5bdc4778d450fc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=id. +Result preview: [{"month": "2", "total_measure": 6775100830}, {"month": "3", "total_measure": 6135721390}, {"month": "1", "total_measure": 6128757566}, {"month": "11", "total_measure": 3859278688}, {"month": "12", "total_measure": 3791876916}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b238601fd8f913371b3efa28b7d11bdbeddb08e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_640f4f1e06cc8c72 +-- problem_id: v2p_c14_7e67bb670fbe1736 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", SUM("id") AS total_measure +FROM "c14" +GROUP BY "month" +HAVING SUM("id") > 150351.84 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5c509c7388a27c26e1c5673be5aac9234dc843f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"month\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"month\"\nHAVING SUM(\"id\") > 150351.84\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"month\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"month\\\"\\nHAVING SUM(\\\"id\\\") > 150351.84\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"month\", \"total_measure\"], \"rows\": [{\"month\": \"2\", \"total_measure\": 6775100830}, {\"month\": \"3\", \"total_measure\": 6135721390}, {\"month\": \"1\", \"total_measure\": 6128757566}, {\"month\": \"11\", \"total_measure\": 3859278688}, {\"month\": \"12\", \"total_measure\": 3791876916}, {\"month\": \"9\", \"total_measure\": 3737936933}, {\"month\": \"4\", \"total_measure\": 3734316419}, {\"month\": \"10\", \"total_measure\": 3306281307}, {\"month\": \"7\", \"total_measure\": 2982938637}, {\"month\": \"8\", \"total_measure\": 2817892914}, {\"month\": \"5\", \"total_measure\": 1649105332}, {\"month\": \"6\", \"total_measure\": 80643068}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 285.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dab46be886190eebbbe34c61e1434bb79bb28763 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:55:48.973527+00:00", + "ended_at": "2026-05-04T08:56:01.805427+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_640f4f1e06cc8c72", + "problem_id": "v2p_c14_7e67bb670fbe1736", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=month, measure_col=id.", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_640f4f1e06cc8c72.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_640f4f1e06cc8c72", + "api_calls": 0, + "input_tokens": 23878, + "cached_input_tokens": 22912, + "output_tokens": 156, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3789, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12462.14, + "sql_execution_elapsed_ms_total": 285.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_640f4f1e06cc8c72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f715befc6a7c7d10bdcfc256658bcf7ddf7f845d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:01.509836+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12462.14, "started_at": "2026-05-04T08:55:49.027009+00:00", "ended_at": "2026-05-04T08:56:01.488935+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3789}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23878, "cached_input_tokens": 22912, "output_tokens": 156}, "stderr_preview": "2026-05-04T08:55:49.246985Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:51.612846Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 150351.84\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"month\\\" and measure_col=\\\"id\\\". SQLite will coerce numeric text values in \\\"id\\\" for SUM().\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89ccf4221abab38d0f527abb0a528ce55b78896d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_640f4f1e06cc8c72/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_640f4f1e06cc8c72", + "api_calls": 0, + "input_tokens": 23878, + "cached_input_tokens": 22912, + "output_tokens": 156, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3789, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3893, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12462.14, + "sql_execution_elapsed_ms_total": 285.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_640f4f1e06cc8c72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..affe57afa7ac90e6d18a2802ceae6d5460aa09bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11855, "bytes_utf8": 11855, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 967, "bytes_utf8": 967, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 536}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3a85d87bd06bc8245380980f722ebebef393095c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_643ae12a161c938a", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 536, + "total_tokens": 24413, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 293, + "estimated_total_tokens": 4079, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20688.27, + "sql_execution_elapsed_ms_total": 1264.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_643ae12a161c938a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbd74c3f864f9fc9ce8d58084bd09d58c62eb5fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:00.495958+00:00", + "ended_at": "2026-05-04T08:49:21.183830+00:00", + "elapsed_ms": 20688.27, + "prompt_metrics": { + "chars": 11855, + "bytes_utf8": 11855, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1394, + "bytes_utf8": 1394, + "lines": 4, + "estimated_tokens": 463 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13180 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 967, + "bytes_utf8": 967, + "lines": 1, + "estimated_tokens": 293 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 536 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c60bb4a6339e3e75d99c2f780532980d1757fdb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28cd37c1d59273cf9cd541598f3bb3f05ffe2e0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-2ecf-7313-9fef-f4e9ac8b5e54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"ord_0_num\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned template roles with \\\"day\\\" as group_col and \\\"ord_0\\\" as measure_col. Repaired PERCENTILE_CONT for SQLite by using a nearest-rank 90th percentile per day via window functions and casting \\\"ord_0\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":536}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7163121873ff0ceb5b7bde639972c945cf2bb73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"day\",\n \"ord_0_num\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"day\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned template roles with \"day\" as group_col and \"ord_0\" as measure_col. Repaired PERCENTILE_CONT for SQLite by using a nearest-rank 90th percentile per day via window functions and casting \"ord_0\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8be6a17fbf65ba26f1c711e8d7aa6d6363ec644 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:00.673597Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:03.076280Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:20.353935Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a9d5bf2404fa775dc406822015e3375cfcc5d44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=ord_0. +Result preview: [{"day": "1", "percentile_measure": 3.0}, {"day": "2", "percentile_measure": 3.0}, {"day": "3", "percentile_measure": 3.0}, {"day": "4", "percentile_measure": 3.0}, {"day": "5", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..075da4ef73519e2270241fc48b91f72acdd24245 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_643ae12a161c938a +-- problem_id: v2p_c14_babd53dffd691dae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS REAL) AS "ord_0_num", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "day", + "ord_0_num" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "day", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fd320f4375570d07b85b3c36d0a7f7038ee5809 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS REAL) AS \"ord_0_num\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"day\",\n \"ord_0_num\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"day\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"ord_0_num\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"ord_0_num\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"1\", \"percentile_measure\": 3.0}, {\"day\": \"2\", \"percentile_measure\": 3.0}, {\"day\": \"3\", \"percentile_measure\": 3.0}, {\"day\": \"4\", \"percentile_measure\": 3.0}, {\"day\": \"5\", \"percentile_measure\": 3.0}, {\"day\": \"6\", \"percentile_measure\": 3.0}, {\"day\": \"7\", \"percentile_measure\": 3.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1264.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7acad2d907865604dc3ab43f30f50b42ef10f81f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:49:00.441751+00:00", + "ended_at": "2026-05-04T08:49:22.473925+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_643ae12a161c938a", + "problem_id": "v2p_c14_babd53dffd691dae", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=day, measure_col=ord_0.", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_643ae12a161c938a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_643ae12a161c938a", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 536, + "total_tokens": 24413, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 293, + "estimated_total_tokens": 4079, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20688.27, + "sql_execution_elapsed_ms_total": 1264.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_643ae12a161c938a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b78aa9d3ae74f4d4afbbee9bfa6580f885b987f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_643ae12a161c938a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:21.202124+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20688.27, "started_at": "2026-05-04T08:49:00.495958+00:00", "ended_at": "2026-05-04T08:49:21.183830+00:00", "prompt_metrics": {"chars": 11855, "bytes_utf8": 11855, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 967, "bytes_utf8": 967, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 536}, "stderr_preview": "2026-05-04T08:49:00.673597Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:03.076280Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acf3bf9abef7da5cb61fd13c45fc3e79c6ec8144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-d9a3-7be1-b527-759068c62d48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_2\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"nom_2\\\" and measure_col bound to \\\"ord_0\\\". CAST was added because the schema snapshot shows \\\"ord_0\\\" stored as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23843,"cached_input_tokens":19840,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a03f3106b133a21e8d2923fc2559f65c9d09572 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_2\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col bound to \"nom_2\" and measure_col bound to \"ord_0\". CAST was added because the schema snapshot shows \"ord_0\" stored as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a394cefe551702110c10724a0bd5021c841562a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:47.259619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:49.623363Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:57.705705Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbec80d3de4c3056a42d63992d5d0a429efa7319 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=ord_0. +Result preview: [{"nom_2": "Snake", "avg_measure": 1.4833510950651385}, {"nom_2": "Dog", "avg_measure": 1.483281700673005}, {"nom_2": "Lion", "avg_measure": 1.4788390345031839}, {"nom_2": "Hamster", "avg_measure": 1.4785498694339878}, {"nom_2": "Axolotl", "avg_measure": 1.4782488377241532}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7516aec09b4312d6068d0e9e19c746b647a730ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_652c8cbc0e22a401 +-- problem_id: v2p_c14_dcf6f3a41bf0c853 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61465665e3a8574582a2eed1618a0bd99f8349a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_2\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_2\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_2\", \"avg_measure\"], \"rows\": [{\"nom_2\": \"Snake\", \"avg_measure\": 1.4833510950651385}, {\"nom_2\": \"Dog\", \"avg_measure\": 1.483281700673005}, {\"nom_2\": \"Lion\", \"avg_measure\": 1.4788390345031839}, {\"nom_2\": \"Hamster\", \"avg_measure\": 1.4785498694339878}, {\"nom_2\": \"Axolotl\", \"avg_measure\": 1.4782488377241532}, {\"nom_2\": \"Cat\", \"avg_measure\": 1.4763084234479147}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 280.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ba2ca3e8d45004e8a2d1ba39b940da24791e387 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:14:46.985610+00:00", + "ended_at": "2026-05-04T08:14:58.959485+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_652c8cbc0e22a401", + "problem_id": "v2p_c14_dcf6f3a41bf0c853", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_652c8cbc0e22a401.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_652c8cbc0e22a401", + "api_calls": 0, + "input_tokens": 23843, + "cached_input_tokens": 19840, + "output_tokens": 145, + "total_tokens": 23988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3752, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11578.26, + "sql_execution_elapsed_ms_total": 280.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_652c8cbc0e22a401\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07e5d90bf96692cdc42da426023604ef2d81f7ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_652c8cbc0e22a401/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:58.670058+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11578.26, "started_at": "2026-05-04T08:14:47.068677+00:00", "ended_at": "2026-05-04T08:14:58.647143+00:00", "prompt_metrics": {"chars": 11693, "bytes_utf8": 11693, "lines": 396, "estimated_tokens": 3752}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 23843, "cached_input_tokens": 19840, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:14:47.259619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:49.623363Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ord_3, measure_col=ord_0.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..015c30ec542f4197437c338eb9534de0970f5591 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-add0-74f2-9179-380da13f86bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_3\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"ord_3\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"ord_3\\\" and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23854,"cached_input_tokens":22912,"output_tokens":198}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e507b83f98ca76d8cf184fdfb0d710586821b6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_3\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"ord_3\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"ord_3\" and measure_col=\"ord_0\". Cast \"ord_0\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f125f0c5960667a747c1c12718d0554a4931294 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:37.844865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:40.679020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:49.150172Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbb1f4efb2782ec73ec8e2efacc71f7a85c357df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ord_3, measure_col=ord_0. +Result preview: [{"ord_3": "m", "avg_measure": 1.5426829268292683}, {"ord_3": "f", "avg_measure": 1.4863295210864904}, {"ord_3": "e", "avg_measure": 1.4836622755613895}, {"ord_3": "a", "avg_measure": 1.483076312507087}, {"ord_3": "k", "avg_measure": 1.482651385443237}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..416554de5890c8c2a183d3989d3e856c8f8967ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_6621830754b14839 +-- problem_id: v2p_c14_718b030fe7c632ae +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_3", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "ord_3") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af7732273c9f545b04d4507f1252d2f02dd0d283 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_3\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"ord_3\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_3\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"ord_3\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_3\", \"avg_measure\"], \"rows\": [{\"ord_3\": \"m\", \"avg_measure\": 1.5426829268292683}, {\"ord_3\": \"f\", \"avg_measure\": 1.4863295210864904}, {\"ord_3\": \"e\", \"avg_measure\": 1.4836622755613895}, {\"ord_3\": \"a\", \"avg_measure\": 1.483076312507087}, {\"ord_3\": \"k\", \"avg_measure\": 1.482651385443237}, {\"ord_3\": \"d\", \"avg_measure\": 1.4814018218623481}, {\"ord_3\": \"j\", \"avg_measure\": 1.4811133200795228}, {\"ord_3\": \"l\", \"avg_measure\": 1.4798748754290776}, {\"ord_3\": \"b\", \"avg_measure\": 1.4788519637462236}, {\"ord_3\": \"n\", \"avg_measure\": 1.478824115595416}, {\"ord_3\": \"o\", \"avg_measure\": 1.4774734982332156}, {\"ord_3\": \"c\", \"avg_measure\": 1.475950460829493}, {\"ord_3\": \"h\", \"avg_measure\": 1.47570735650768}, {\"ord_3\": \"i\", \"avg_measure\": 1.4756488876212208}, {\"ord_3\": \"g\", \"avg_measure\": 1.4721604175250653}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 947.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d40aa57ef69051eff65001912d37341eaaf20fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:38:37.576752+00:00", + "ended_at": "2026-05-04T08:38:50.875643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6621830754b14839", + "problem_id": "v2p_c14_718b030fe7c632ae", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=ord_3, measure_col=ord_0.", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6621830754b14839.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6621830754b14839", + "api_calls": 0, + "input_tokens": 23854, + "cached_input_tokens": 22912, + "output_tokens": 198, + "total_tokens": 24052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3763, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12268.97, + "sql_execution_elapsed_ms_total": 947.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6621830754b14839\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03f54eba7397f327e18014cd97ce8408212fd6a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6621830754b14839/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:49.919795+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12268.97, "started_at": "2026-05-04T08:38:37.632229+00:00", "ended_at": "2026-05-04T08:38:49.900988+00:00", "prompt_metrics": {"chars": 11769, "bytes_utf8": 11769, "lines": 396, "estimated_tokens": 3763}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23854, "cached_input_tokens": 22912, "output_tokens": 198}, "stderr_preview": "2026-05-04T08:38:37.844865Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:40.679020Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d441747ec49718bd694ba8d69e7143d28b8246a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-77f7-76c1-8a42-d0da6be96c7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH ordered AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS REAL) AS month_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ) AS cnt\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"nom_4\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_4\\\",\\n MIN(month_value) AS percentile_measure\\nFROM ordered\\nWHERE cnt >= 5\\n AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT)\\nGROUP BY \\\"nom_4\\\"\\nORDER BY percentile_measure DESC, \\\"nom_4\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"nom_4\\\" group on CAST(\\\"month\\\" AS REAL), filtered to the focused target view with \\\"target\\\" = '1' and enforcing the provided minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":905}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9eb3c0deeae29db7d8ee7d43e819d05a588a610 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ordered AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS REAL) AS month_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_4\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"nom_4\"\n ) AS cnt\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"nom_4\" IS NOT NULL\n AND \"month\" IS NOT NULL\n)\nSELECT\n \"nom_4\",\n MIN(month_value) AS percentile_measure\nFROM ordered\nWHERE cnt >= 5\n AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT)\nGROUP BY \"nom_4\"\nORDER BY percentile_measure DESC, \"nom_4\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"nom_4\" group on CAST(\"month\" AS REAL), filtered to the focused target view with \"target\" = '1' and enforcing the provided minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b808a906a00e2dc6e98d45f9e2d82a360089911c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:57.313449Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:59.876018Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:21.836162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e373ddd93df12c648a044928d736c2cc362bc8b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=month. +Result preview: [{"nom_4": "Bassoon", "percentile_measure": 12.0}, {"nom_4": "Oboe", "percentile_measure": 12.0}, {"nom_4": "Piano", "percentile_measure": 12.0}, {"nom_4": "Theremin", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76ee41782f638d3a3c2615ab1b1ca950dce7db42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_6625fb84ff6492bc +-- problem_id: v2p_c14_8646bdb81b48a976 +-- realization_mode: agent +-- source_kind: agent +WITH ordered AS ( + SELECT + "nom_4", + CAST("month" AS REAL) AS month_value, + ROW_NUMBER() OVER ( + PARTITION BY "nom_4" + ORDER BY CAST("month" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "nom_4" + ) AS cnt + FROM "c14" + WHERE "target" = '1' + AND "nom_4" IS NOT NULL + AND "month" IS NOT NULL +) +SELECT + "nom_4", + MIN(month_value) AS percentile_measure +FROM ordered +WHERE cnt >= 5 + AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT) +GROUP BY "nom_4" +ORDER BY percentile_measure DESC, "nom_4" ASC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d8c4de79c4117a510e9c1ae1aeafb0d623906b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH ordered AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS REAL) AS month_value,\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_4\"\n ORDER BY CAST(\"month\" AS REAL)\n ) AS rn,\n COUNT(*) OVER (\n PARTITION BY \"nom_4\"\n ) AS cnt\n FROM \"c14\"\n WHERE \"target\" = '1'\n AND \"nom_4\" IS NOT NULL\n AND \"month\" IS NOT NULL\n)\nSELECT\n \"nom_4\",\n MIN(month_value) AS percentile_measure\nFROM ordered\nWHERE cnt >= 5\n AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT)\nGROUP BY \"nom_4\"\nORDER BY percentile_measure DESC, \"nom_4\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH ordered AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS REAL) AS month_value,\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ORDER BY CAST(\\\"month\\\" AS REAL)\\n ) AS rn,\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_4\\\"\\n ) AS cnt\\n FROM \\\"c14\\\"\\n WHERE \\\"target\\\" = '1'\\n AND \\\"nom_4\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_4\\\",\\n MIN(month_value) AS percentile_measure\\nFROM ordered\\nWHERE cnt >= 5\\n AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT)\\nGROUP BY \\\"nom_4\\\"\\nORDER BY percentile_measure DESC, \\\"nom_4\\\" ASC;\", \"columns\": [\"nom_4\", \"percentile_measure\"], \"rows\": [{\"nom_4\": \"Bassoon\", \"percentile_measure\": 12.0}, {\"nom_4\": \"Oboe\", \"percentile_measure\": 12.0}, {\"nom_4\": \"Piano\", \"percentile_measure\": 12.0}, {\"nom_4\": \"Theremin\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 520.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c673bf481fe0d55575f97de3f5c5b4406e76108 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:44:56.989501+00:00", + "ended_at": "2026-05-04T08:45:23.497722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6625fb84ff6492bc", + "problem_id": "v2p_c14_8646bdb81b48a976", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_4, measure_col=month.", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6625fb84ff6492bc.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6625fb84ff6492bc", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 905, + "total_tokens": 24782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 272, + "estimated_total_tokens": 4058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25902.72, + "sql_execution_elapsed_ms_total": 520.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6625fb84ff6492bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1899c3ff3da2216d37c0ee9706d8b3d8a28ebd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:22.969104+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25902.72, "started_at": "2026-05-04T08:44:57.046782+00:00", "ended_at": "2026-05-04T08:45:22.949282+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 909, "bytes_utf8": 909, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 905}, "stderr_preview": "2026-05-04T08:44:57.313449Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:59.876018Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT)\\nGROUP BY \\\"nom_4\\\"\\nORDER BY percentile_measure DESC, \\\"nom_4\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"nom_4\\\" group on CAST(\\\"month\\\" AS REAL), filtered to the focused target view with \\\"target\\\" = '1' and enforcing the provided minimum group size of 5.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76e769e37d9d4e1ad711e57b8db8a3d4485635ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6625fb84ff6492bc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6625fb84ff6492bc", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 905, + "total_tokens": 24782, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 272, + "estimated_total_tokens": 4058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25902.72, + "sql_execution_elapsed_ms_total": 520.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6625fb84ff6492bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6385a35c4c7b1d40ed7d6c7e0f4cd24471e3101e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_8": "c720f85ca", "support": 299, "avg_response": 148060.64548494984}, {"nom_8": "9ff6898e5", "support": 294, "avg_response": 142459.67006802722}, {"nom_8": "3cec7c3f5", "support": 292, "avg_response": 157642.15753424657}, {"nom_8": "d69adef8b", "support": 288, "avg_response": 151406.26041666666}, {"nom_8": "17ba84114", "support": 287, "avg_response": 150403.06968641115}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2a6140b6fc7131784e33efbdcb31fb3f1564e3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_69e2bf7869f4f1fb +-- problem_id: v2p_c14_e3d83506346c84d8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..209825bb28c63660b125903fbc7c0f66086868af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_69e2bf7869f4f1fb\n-- problem_id: v2p_c14_e3d83506346c84d8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_69e2bf7869f4f1fb\\n-- problem_id: v2p_c14_e3d83506346c84d8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 148060.64548494984}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 142459.67006802722}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 157642.15753424657}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 151406.26041666666}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 150403.06968641115}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 147988.58536585365}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 141535.15331010454}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 159002.9090909091}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 151170.84615384616}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 146165.7867132867}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 158479.75789473683}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 152215.9894736842}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 148533.2105263158}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 145713.7754385965}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 145685.9295774648}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 158030.06713780918}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 147077.6914893617}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 140783.98936170212}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 150277.46619217083}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 141442.46619217083}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 154718.4714285714}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 151952.61071428572}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 147192.0892857143}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 148669.13261648745}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 145265.82795698923}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 160005.8309352518}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 155044.80215827338}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 149134.20503597122}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 147148.3489208633}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 146188.98561151078}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 155310.63898916967}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 152002.12274368232}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 141214.5559566787}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 157222.57971014493}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 156111.27536231885}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 142905.08695652173}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 160331.60363636364}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 151203.43636363637}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 150565.2618181818}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 151828.28832116787}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 150090.16423357665}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 146333.27737226276}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 144267.7299270073}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 156073.94505494504}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 148142.23076923078}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 147965.5750915751}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 143414.24908424908}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 149173.8560885609}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 144477.79335793358}, {\"nom_8\": \"1484cacf0\", \"support\": 270, \"avg_response\": 157905.52962962963}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 353.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a2445b3e9a0df9556c4c1ac47d563ba030d65ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:21.325978+00:00", + "ended_at": "2026-05-04T09:00:21.688295+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_69e2bf7869f4f1fb", + "problem_id": "v2p_c14_e3d83506346c84d8", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_69e2bf7869f4f1fb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69e2bf7869f4f1fb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d0d9e73357838a6b87cabe2bdcd0aee84ce0c52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23945, "cached_input_tokens": 19840, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b833d76ca2bac8867a1d9a18ad1d6e5ed88caf75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_69f1529ae3f1ea41", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3987, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12097.12, + "sql_execution_elapsed_ms_total": 458.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_69f1529ae3f1ea41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..064d6e5ceb2083eafe6c012f628411e214e69f67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:49.538479+00:00", + "ended_at": "2026-05-04T08:23:01.636134+00:00", + "elapsed_ms": 12097.12, + "prompt_metrics": { + "chars": 11991, + "bytes_utf8": 11991, + "lines": 399, + "estimated_tokens": 3854 + }, + "stdout_metrics": { + "chars": 777, + "bytes_utf8": 777, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 23945, + "cached_input_tokens": 19840, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1afe15dc5a3c38cb644f4ba339ef6ede2a75320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=bin_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd858333402c5ac28d14c72cfcfe86ef56d33d30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-364f-7580-9898-2bd66a72b530"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"bin_4\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=bin_4, target_col=target, target_value='0'. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23945,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1587945c7e2fedfca3be45d881fb8937088b074 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"bin_4\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=bin_4, target_col=target, target_value='0'. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43d6070a7fd5393c228cdbd82cdb1fa9ebea0216 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:49.733957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:52.112939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:00.987526Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..badb57ee9ddf34e2a0dd6a2524dbc5c5b62aac51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=bin_4, target_col=target. +Result preview: [{"bin_3": "T", "bin_4": "Y", "target_rate": 0.7129903510740295}, {"bin_3": "F", "bin_4": "Y", "target_rate": 0.7066491436142364}, {"bin_3": "T", "bin_4": "N", "target_rate": 0.6700304542915323}, {"bin_3": "F", "bin_4": "N", "target_rate": 0.6622347467564398}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..878d135bd333309a075d2f437b1e75ef4d17c2be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_69f1529ae3f1ea41 +-- problem_id: v2p_c14_c124d0be080bbffe +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "bin_4", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "bin_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce0149129437c5226e3036268498f09224269f37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"bin_4\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"bin_4\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"bin_4\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"bin_4\": \"Y\", \"target_rate\": 0.7129903510740295}, {\"bin_3\": \"F\", \"bin_4\": \"Y\", \"target_rate\": 0.7066491436142364}, {\"bin_3\": \"T\", \"bin_4\": \"N\", \"target_rate\": 0.6700304542915323}, {\"bin_3\": \"F\", \"bin_4\": \"N\", \"target_rate\": 0.6622347467564398}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 458.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6c2d0bf42730efcf06bbab36e9c52719fc3afde7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:22:49.473551+00:00", + "ended_at": "2026-05-04T08:23:02.123286+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_69f1529ae3f1ea41", + "problem_id": "v2p_c14_c124d0be080bbffe", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=bin_4, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_69f1529ae3f1ea41.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_69f1529ae3f1ea41", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3987, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12097.12, + "sql_execution_elapsed_ms_total": 458.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_69f1529ae3f1ea41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..284f5f4bfd37f1f3785fed5d8a8032cd305e4f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_69f1529ae3f1ea41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:01.656523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12097.12, "started_at": "2026-05-04T08:22:49.538479+00:00", "ended_at": "2026-05-04T08:23:01.636134+00:00", "prompt_metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23945, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:22:49.733957Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:52.112939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=target.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "target", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee62a093396d8e711a758c56311c381becdedd1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df236-cc0c-7b20-ba6e-771a93451ab5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"target\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"target\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"target\\\"\\nLIMIT 12;\",\"notes\":\"Applied the provided Pairwise Sparse Slice Count template with group_col=\\\"ord_1\\\", group_col_2=\\\"target\\\", and top_k=12.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23915,"cached_input_tokens":22912,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d91ab42e41b42943844310b15cd134765ddf4305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"target\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"target\"\nORDER BY support ASC, \"ord_1\", \"target\"\nLIMIT 12;","notes":"Applied the provided Pairwise Sparse Slice Count template with group_col=\"ord_1\", group_col_2=\"target\", and top_k=12."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0b8aded5a102deaf2d8912a8f8448a6d5ed16fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:59:30.748266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:59:33.289765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:59:41.657705Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5083718d0fba0214523eefc5373b6976ce583470 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=target. +Result preview: [{"ord_1": "Expert", "target": "1", "support": 7950}, {"ord_1": "Master", "target": "1", "support": 9961}, {"ord_1": "Contributor", "target": "1", "support": 11941}, {"ord_1": "Expert", "target": "0", "support": 17115}, {"ord_1": "Master", "target": "0", "support": 18092}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..48ad5c7dcbe170e7e60b61b1d0cc2e56cd8de088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_6a8779b3b37f781c +-- problem_id: v2p_c14_4528b70174e723ed +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "target", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "target" +ORDER BY support ASC, "ord_1", "target" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29818a950b55345608fe65f007576b2f079dd561 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"target\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"target\"\nORDER BY support ASC, \"ord_1\", \"target\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"target\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"target\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"target\\\"\\nLIMIT 12;\", \"columns\": [\"ord_1\", \"target\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"target\": \"1\", \"support\": 7950}, {\"ord_1\": \"Master\", \"target\": \"1\", \"support\": 9961}, {\"ord_1\": \"Contributor\", \"target\": \"1\", \"support\": 11941}, {\"ord_1\": \"Expert\", \"target\": \"0\", \"support\": 17115}, {\"ord_1\": \"Master\", \"target\": \"0\", \"support\": 18092}, {\"ord_1\": \"Novice\", \"target\": \"1\", \"support\": 30640}, {\"ord_1\": \"Contributor\", \"target\": \"0\", \"support\": 30930}, {\"ord_1\": \"Grandmaster\", \"target\": \"1\", \"support\": 31272}, {\"ord_1\": \"Grandmaster\", \"target\": \"0\", \"support\": 46156}, {\"ord_1\": \"Novice\", \"target\": \"0\", \"support\": 95943}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 408.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..041fc8577095bf819b0041da4d5f0d681abf50ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:59:30.487927+00:00", + "ended_at": "2026-05-04T08:59:42.925787+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6a8779b3b37f781c", + "problem_id": "v2p_c14_4528b70174e723ed", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=target.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "target", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6a8779b3b37f781c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6a8779b3b37f781c", + "api_calls": 0, + "input_tokens": 23915, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3826, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3931, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11945.15, + "sql_execution_elapsed_ms_total": 408.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6a8779b3b37f781c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69ee31653b45f349d16a09b453e352a86f3e1ada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6a8779b3b37f781c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:59:42.507789+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11945.15, "started_at": "2026-05-04T08:59:30.542812+00:00", "ended_at": "2026-05-04T08:59:42.486634+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3826}, "response_metrics": {"chars": 359, "bytes_utf8": 359, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23915, "cached_input_tokens": 22912, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:59:30.748266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:59:33.289765Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_2, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a37104b40bd823af6a702a03d52e6c12040eeb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-8b0b-7532-949e-f5a8e42a74ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_2\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Applied the planned Two-Axis Target Rate Surface template with group_col=\\\"bin_3\\\", group_col_2=\\\"ord_2\\\", and target_col=\\\"target\\\", using target value '0' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3079911bde49e7f1f31ad089a4e9bc00da99452 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_2\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_2\"\nORDER BY target_rate DESC;","notes":"Applied the planned Two-Axis Target Rate Surface template with group_col=\"bin_3\", group_col_2=\"ord_2\", and target_col=\"target\", using target value '0' as provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99de3fd8638cc794e1bfd0ef6861b236dbf03242 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:28.032904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:30.528396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:42.619841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f8cf401b5dee336e056d8a594a80465c8a2e052 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_2, target_col=target. +Result preview: [{"bin_3": "T", "ord_2": "Freezing", "target_rate": 0.778134985199851}, {"bin_3": "F", "ord_2": "Freezing", "target_rate": 0.7712845521791694}, {"bin_3": "T", "ord_2": "Cold", "target_rate": 0.7447473519708283}, {"bin_3": "F", "ord_2": "Cold", "target_rate": 0.7393729913286035}, {"bin_3": "T", "ord_2": "Warm", "target_rate": 0.7204012713547875}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..72d596757b022dbc140b8d9994ccf39cfae80634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_6b8d84b19b588a53 +-- problem_id: v2p_c14_1bb1629ce9c5b908 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_2", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_2" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7063504fdaabbb9bb760e94e941cc47ac1c23aac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_2\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_2\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_2\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"ord_2\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"ord_2\": \"Freezing\", \"target_rate\": 0.778134985199851}, {\"bin_3\": \"F\", \"ord_2\": \"Freezing\", \"target_rate\": 0.7712845521791694}, {\"bin_3\": \"T\", \"ord_2\": \"Cold\", \"target_rate\": 0.7447473519708283}, {\"bin_3\": \"F\", \"ord_2\": \"Cold\", \"target_rate\": 0.7393729913286035}, {\"bin_3\": \"T\", \"ord_2\": \"Warm\", \"target_rate\": 0.7204012713547875}, {\"bin_3\": \"F\", \"ord_2\": \"Warm\", \"target_rate\": 0.7015439182140621}, {\"bin_3\": \"T\", \"ord_2\": \"Hot\", \"target_rate\": 0.6759737417943107}, {\"bin_3\": \"F\", \"ord_2\": \"Hot\", \"target_rate\": 0.671264580633216}, {\"bin_3\": \"T\", \"ord_2\": \"Boiling Hot\", \"target_rate\": 0.6412822416631695}, {\"bin_3\": \"F\", \"ord_2\": \"Boiling Hot\", \"target_rate\": 0.6366947723440135}, {\"bin_3\": \"T\", \"ord_2\": \"Lava Hot\", \"target_rate\": 0.6005186880244089}, {\"bin_3\": \"F\", \"ord_2\": \"Lava Hot\", \"target_rate\": 0.5930363280120772}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 476.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8eeca315ffd87fedfc179c7257b6a85d69ef198 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:26:27.757442+00:00", + "ended_at": "2026-05-04T08:26:44.025570+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6b8d84b19b588a53", + "problem_id": "v2p_c14_1bb1629ce9c5b908", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_2, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6b8d84b19b588a53.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6b8d84b19b588a53", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 207, + "total_tokens": 24151, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15666.91, + "sql_execution_elapsed_ms_total": 476.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6b8d84b19b588a53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ed33a8cb7203990a362a719b30642831de07c5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6b8d84b19b588a53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:43.540082+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15666.91, "started_at": "2026-05-04T08:26:27.843356+00:00", "ended_at": "2026-05-04T08:26:43.511340+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 207}, "stderr_preview": "2026-05-04T08:26:28.032904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:30.528396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_0, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_0", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c18d2d7a57fb0a6ddd8f7765a0c24f53aac3b5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-dc76-7462-84d1-10dbf4d82acf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_0\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=13.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8551a69a10be520a5e6c22ec2f01b465e30aa10d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"bin_0\", target_col=\"target\", target_value='0', min_support=5, and top_k=13."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2b8c8a952fc4fcb97c0f4438a5abef76c5c9764 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:45.178792Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:47.690249Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:57.993409Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1d13812541eb479b6e7c0a60d0d49f88c564c90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_0, target_col=target. +Result preview: [{"bin_0": "0", "support": 261749, "focus_rate": 0.6945050410889821}, {"bin_0": "1", "support": 38251, "focus_rate": 0.691485189929675}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b1797d6fb5f6aad87850386629d2457383ce6c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_6d859b9740911152 +-- problem_id: v2p_c14_df735af20a685fac +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_0" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c7bc8134f954b8dfe9e9cf509561d15bc074c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_0\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"bin_0\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 261749, \"focus_rate\": 0.6945050410889821}, {\"bin_0\": \"1\", \"support\": 38251, \"focus_rate\": 0.691485189929675}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 251.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..529e062b63680d42b3373e28c99a4df7294dc45c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:49:44.870121+00:00", + "ended_at": "2026-05-04T08:49:59.304373+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6d859b9740911152", + "problem_id": "v2p_c14_df735af20a685fac", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_0, target_col=target.", + "bindings": { + "group_col": "bin_0", + "target_col": "target", + "target_value": "0", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6d859b9740911152.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6d859b9740911152", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 203, + "total_tokens": 24156, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14075.96, + "sql_execution_elapsed_ms_total": 251.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6d859b9740911152\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efb5cac6eaa02ac5c3a4f803633a1da7db0f9737 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:59.042282+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14075.96, "started_at": "2026-05-04T08:49:44.922805+00:00", "ended_at": "2026-05-04T08:49:59.004984+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 203}, "stderr_preview": "2026-05-04T08:49:45.178792Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:47.690249Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_0\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=13.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ebf5d748c86cdc06ff480bea42c82cf484e43bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d859b9740911152/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6d859b9740911152", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 203, + "total_tokens": 24156, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14075.96, + "sql_execution_elapsed_ms_total": 251.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6d859b9740911152\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32437889dde698234a8094a1a2e2740807deb5bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_7": "3a114adea", "support": 534, "avg_response": 151138.52621722847}, {"nom_7": "6f3940b72", "support": 518, "avg_response": 150454.61776061775}, {"nom_7": "3b679e531", "support": 518, "avg_response": 148162.16216216216}, {"nom_7": "fcf2b8dce", "support": 517, "avg_response": 152140.49129593812}, {"nom_7": "fe27cc23d", "support": 515, "avg_response": 149697.01941747573}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efb7104f32bbaac723138e305f2be8781c9cb4d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_6d971a4a2d2a2b42 +-- problem_id: v2p_c14_b9e21d6729b914a6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11c1de128ad48cbae91277aeefcba2b5e157159a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_6d971a4a2d2a2b42\n-- problem_id: v2p_c14_b9e21d6729b914a6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_6d971a4a2d2a2b42\\n-- problem_id: v2p_c14_b9e21d6729b914a6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 151138.52621722847}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 150454.61776061775}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 148162.16216216216}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 152140.49129593812}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 149697.01941747573}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 146288.2274509804}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 149353.9468503937}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 150514.1287128713}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 157501.8502994012}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 155377.156}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 147666.144}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 157782.87575150302}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 150426.66465863455}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 150406.77263581488}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 149360.7116935484}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 146825.0}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 143016.53024193548}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 149978.65182186235}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 149718.22920892495}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 147705.90447154472}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 155473.4469387755}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 147911.21224489796}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 145786.9469387755}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 144559.25562372187}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 152750.88501026694}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 148931.69609856262}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 156925.8086419753}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 151071.72633744855}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 148060.94238683127}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 148829.66391752576}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 142152.79793814433}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 148832.4132231405}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 151760.02898550723}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 137993.17427385892}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 153410.74844074843}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 150619.68814968815}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 146876.37291666667}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 145032.29166666666}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 144346.89561586638}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 156841.41213389122}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 153142.07773109243}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 153058.09663865546}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 150265.04631578948}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 149681.21263157894}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 148461.91578947369}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 153587.78481012658}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 156570.875}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 149804.62076271186}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 146256.2866242038}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 138481.46496815287}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 321.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..15d7c47ae95cced37e0316b7d73f82bf3739d028 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:19.980978+00:00", + "ended_at": "2026-05-04T09:00:20.309253+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6d971a4a2d2a2b42", + "problem_id": "v2p_c14_b9e21d6729b914a6", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6d971a4a2d2a2b42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6d971a4a2d2a2b42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e17fed438184949b6121d43ac1fd422bb957030 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11763, "bytes_utf8": 11763, "lines": 396, "estimated_tokens": 3758}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 23849, "cached_input_tokens": 23424, "output_tokens": 150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46bf3e88d4ff1cbd6962959788aff15a6f04ddea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6f1fb1098457e885", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 150, + "total_tokens": 23999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 101, + "estimated_total_tokens": 3859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11842.23, + "sql_execution_elapsed_ms_total": 990.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6f1fb1098457e885\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cbd7a03d6a8c6bcd222b98a0b276f423f5bcbb36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:41:12.903611+00:00", + "ended_at": "2026-05-04T08:41:24.732415+00:00", + "elapsed_ms": 11842.23, + "prompt_metrics": { + "chars": 11763, + "bytes_utf8": 11763, + "lines": 396, + "estimated_tokens": 3758 + }, + "stdout_metrics": { + "chars": 734, + "bytes_utf8": 734, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13164 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 402, + "bytes_utf8": 402, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48723dc0e9782b893d106a2c30ba51fe48024ed3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=month.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b88aaebac7b2c9df350b9c38f7573cc1c3439667 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-0c7a-7320-b094-595355ee84c7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_1\\\",\\n AVG(\\\"month\\\") OVER (PARTITION BY \\\"bin_1\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"bin_1\\\" and measure_col bound to \\\"month\\\". SQLite will coerce text-stored numeric month values when applying AVG.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":23424,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05918a7263d9fd05cddf2c283868488d2bb0da76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_1\",\n AVG(\"month\") OVER (PARTITION BY \"bin_1\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"bin_1\" and measure_col bound to \"month\". SQLite will coerce text-stored numeric month values when applying AVG."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3401b26969835e93c0cdb1933a4f8e3c0c2c6fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:13.155771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:15.529348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:23.917264Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e6b163ab840a44b334af0c4367c7fdbd6242e38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=month. +Result preview: [{"bin_1": "0", "avg_measure": 5.7740810158821265}, {"bin_1": "1", "avg_measure": 5.762515912810787}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dec7737262817ce03becaec8b1e70c0794bc0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_6f1fb1098457e885 +-- problem_id: v2p_c14_5c47c650f9824b26 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_1", + AVG("month") OVER (PARTITION BY "bin_1") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1564db16c30b73135b40c54e9d459fd9688d8a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_1\",\n AVG(\"month\") OVER (PARTITION BY \"bin_1\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_1\\\",\\n AVG(\\\"month\\\") OVER (PARTITION BY \\\"bin_1\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"bin_1\", \"avg_measure\"], \"rows\": [{\"bin_1\": \"0\", \"avg_measure\": 5.7740810158821265}, {\"bin_1\": \"1\", \"avg_measure\": 5.762515912810787}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 990.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7184da24f7fb074d1c275e97ede79855ff71a241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:41:12.848438+00:00", + "ended_at": "2026-05-04T08:41:25.769773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6f1fb1098457e885", + "problem_id": "v2p_c14_5c47c650f9824b26", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=month.", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6f1fb1098457e885.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6f1fb1098457e885", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 23424, + "output_tokens": 150, + "total_tokens": 23999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 101, + "estimated_total_tokens": 3859, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11842.23, + "sql_execution_elapsed_ms_total": 990.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6f1fb1098457e885\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55d3ebb27008ae9b36821f748b93e9af9a950dec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f1fb1098457e885/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:24.771179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11842.23, "started_at": "2026-05-04T08:41:12.903611+00:00", "ended_at": "2026-05-04T08:41:24.732415+00:00", "prompt_metrics": {"chars": 11763, "bytes_utf8": 11763, "lines": 396, "estimated_tokens": 3758}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 23849, "cached_input_tokens": 23424, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:41:13.155771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:15.529348Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_0, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efd108125899e6b41f01fa27342f81cd8ca8757b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-d455-7cc3-bd01-278945a9521f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_0\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=13. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..186cdce2e516099460cb939f14703d4cd8ea8b89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_0\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_0\", target_col=\"target\", target_value='1', min_support=5, and top_k=13. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d615bc6c58c40917a88356717cd034c1dbcb79b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:54.152534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:56.627155Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:04.236815Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e409a106873003a8dd58a37ff0867b5af5493779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_0, target_col=target. +Result preview: [{"nom_0": "Red", "support": 76493, "focus_rate": 0.3510517302236806}, {"nom_0": "Green", "support": 127341, "focus_rate": 0.3271452242404253}, {"nom_0": "Blue", "support": 96166, "focus_rate": 0.24179023771395294}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..650c12926b627eb51e3ead3291c3f3c54f5c3688 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_6f6cd4abf1b20c5c +-- problem_id: v2p_c14_e859e138c531e976 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_0" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9ff302800a1b4e505abf5d98171d96341f4ad54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_0\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_0\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_0\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\", \"columns\": [\"nom_0\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_0\": \"Red\", \"support\": 76493, \"focus_rate\": 0.3510517302236806}, {\"nom_0\": \"Green\", \"support\": 127341, \"focus_rate\": 0.3271452242404253}, {\"nom_0\": \"Blue\", \"support\": 96166, \"focus_rate\": 0.24179023771395294}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 271.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d6d669c0666d6c8b75e6d451384e2b63f27994f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:51:53.854159+00:00", + "ended_at": "2026-05-04T08:52:05.198902+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6f6cd4abf1b20c5c", + "problem_id": "v2p_c14_e859e138c531e976", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_0, target_col=target.", + "bindings": { + "group_col": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6f6cd4abf1b20c5c.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6f6cd4abf1b20c5c", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10989.39, + "sql_execution_elapsed_ms_total": 271.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6f6cd4abf1b20c5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d698f989a5676c390cb6b9c93f6d41d09bdee24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:04.920454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10989.39, "started_at": "2026-05-04T08:51:53.907910+00:00", "ended_at": "2026-05-04T08:52:04.897171+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:51:54.152534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:56.627155Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 13;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_0\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=13. All identifiers are double-quoted and the query is SQLite-compatible.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d76632ce851d0a699b53b83ac79a02f5d6209ffc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6f6cd4abf1b20c5c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6f6cd4abf1b20c5c", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 148, + "estimated_total_tokens": 4011, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10989.39, + "sql_execution_elapsed_ms_total": 271.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6f6cd4abf1b20c5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dc00221594f5dadf2caf72d4bde041a7a68ed1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12085, "bytes_utf8": 12085, "lines": 398, "estimated_tokens": 3868}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 23959, "cached_input_tokens": 22912, "output_tokens": 288}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a1c41c6887c61323656d54ffc2e587926e467a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6fbb2f579945378e", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 288, + "total_tokens": 24247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 172, + "estimated_total_tokens": 4040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13982.18, + "sql_execution_elapsed_ms_total": 550.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6fbb2f579945378e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d30b821215a3aa38f60f8bddf881ca070d08146a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:31:59.835553+00:00", + "ended_at": "2026-05-04T08:32:13.817722+00:00", + "elapsed_ms": 13982.18, + "prompt_metrics": { + "chars": 12085, + "bytes_utf8": 12085, + "lines": 398, + "estimated_tokens": 3868 + }, + "stdout_metrics": { + "chars": 927, + "bytes_utf8": 927, + "lines": 4, + "estimated_tokens": 297 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 572, + "bytes_utf8": 572, + "lines": 1, + "estimated_tokens": 172 + }, + "usage": { + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 288 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49abb33e59536ad44a934c8fb7f63248bc12d1ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_2, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2cfa62a9900a12200903a40ac56675d42ada1d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-9bf4-7953-b7ef-beba53350c8b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_2\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS NUMERIC))) OVER (PARTITION BY \\\"bin_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"bin_2\\\", item_col=\\\"nom_7\\\", and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":22912,"output_tokens":288}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba780b64deeea2b937e208a69cc4c5d802d3471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_2\", \"nom_7\",\n SUM(CAST(\"day\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"day\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"day\" AS NUMERIC))) OVER (PARTITION BY \"bin_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_2\", \"nom_7\"\nORDER BY share_within_group DESC\nLIMIT 14;","notes":"Used the provided Within-Group Share of Total template with group_col=\"bin_2\", item_col=\"nom_7\", and measure_col=\"day\". CAST was added because \"day\" is stored as TEXT in the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7946e1bbce171e6cebaff1173e1ad0f2ea83315a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:00.043338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:02.535212Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:12.939159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8d177628c6f9c33f80c167692de63f02133cea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_2, measure_col=day. +Result preview: [{"bin_2": "1", "nom_7": "85495b390", "total_measure": 643, "share_within_group": 0.1859010127702142}, {"bin_2": "1", "nom_7": "3b679e531", "total_measure": 640, "share_within_group": 0.18503366745402347}, {"bin_2": "0", "nom_7": "c6344321c", "total_measure": 1026, "share_within_group": 0.1843791669512024}, {"bin_2": "1", "nom_7": "d863df6ca", "total_measure": 633, "share_within_group": 0.1830098617162451}, {"bin_2": "1", "nom_7": "7c6d738f8", "total_measure": 622, "share_within_group": 0.17982959555687905}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..990f1e6252a97711fd21249c2bc95c9d7847b920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_6fbb2f579945378e +-- problem_id: v2p_c14_30dc6fa2eeeae1a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", "nom_7", + SUM(CAST("day" AS NUMERIC)) AS total_measure, + SUM(CAST("day" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("day" AS NUMERIC))) OVER (PARTITION BY "bin_2") AS share_within_group +FROM "c14" +GROUP BY "bin_2", "nom_7" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49744c0813f57ee49cc8b215a2c4d848f5973a55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_2\", \"nom_7\",\n SUM(CAST(\"day\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"day\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"day\" AS NUMERIC))) OVER (PARTITION BY \"bin_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_2\", \"nom_7\"\nORDER BY share_within_group DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_2\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS NUMERIC))) OVER (PARTITION BY \\\"bin_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC\\nLIMIT 14;\", \"columns\": [\"bin_2\", \"nom_7\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_2\": \"1\", \"nom_7\": \"85495b390\", \"total_measure\": 643, \"share_within_group\": 0.1859010127702142}, {\"bin_2\": \"1\", \"nom_7\": \"3b679e531\", \"total_measure\": 640, \"share_within_group\": 0.18503366745402347}, {\"bin_2\": \"0\", \"nom_7\": \"c6344321c\", \"total_measure\": 1026, \"share_within_group\": 0.1843791669512024}, {\"bin_2\": \"1\", \"nom_7\": \"d863df6ca\", \"total_measure\": 633, \"share_within_group\": 0.1830098617162451}, {\"bin_2\": \"1\", \"nom_7\": \"7c6d738f8\", \"total_measure\": 622, \"share_within_group\": 0.17982959555687905}, {\"bin_2\": \"1\", \"nom_7\": \"66418d6ec\", \"total_measure\": 621, \"share_within_group\": 0.17954048045148216}, {\"bin_2\": \"1\", \"nom_7\": \"f16ff4894\", \"total_measure\": 621, \"share_within_group\": 0.17954048045148216}, {\"bin_2\": \"0\", \"nom_7\": \"3a114adea\", \"total_measure\": 997, \"share_within_group\": 0.17916767002957973}, {\"bin_2\": \"0\", \"nom_7\": \"700924d38\", \"total_measure\": 997, \"share_within_group\": 0.17916767002957973}, {\"bin_2\": \"0\", \"nom_7\": \"4a0ff1117\", \"total_measure\": 993, \"share_within_group\": 0.1784488428679766}, {\"bin_2\": \"0\", \"nom_7\": \"cab0b4ca9\", \"total_measure\": 992, \"share_within_group\": 0.17826913607757583}, {\"bin_2\": \"1\", \"nom_7\": \"6f3940b72\", \"total_measure\": 616, \"share_within_group\": 0.1780949049244976}, {\"bin_2\": \"0\", \"nom_7\": \"a0be4f3da\", \"total_measure\": 988, \"share_within_group\": 0.1775503089159727}, {\"bin_2\": \"1\", \"nom_7\": \"853d8bd3a\", \"total_measure\": 613, \"share_within_group\": 0.17722755960830686}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 550.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b0529631ebec37f8a37b6665b9c2a8d3a0e4b38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:31:59.777139+00:00", + "ended_at": "2026-05-04T08:32:14.396432+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_6fbb2f579945378e", + "problem_id": "v2p_c14_30dc6fa2eeeae1a2", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_2, measure_col=day.", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_6fbb2f579945378e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_6fbb2f579945378e", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 288, + "total_tokens": 24247, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 172, + "estimated_total_tokens": 4040, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13982.18, + "sql_execution_elapsed_ms_total": 550.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_6fbb2f579945378e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69792af7845c0ca7e3e6cff486f672e2a074c101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_6fbb2f579945378e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:13.837184+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13982.18, "started_at": "2026-05-04T08:31:59.835553+00:00", "ended_at": "2026-05-04T08:32:13.817722+00:00", "prompt_metrics": {"chars": 12085, "bytes_utf8": 12085, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 572, "bytes_utf8": 572, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 23959, "cached_input_tokens": 22912, "output_tokens": 288}, "stderr_preview": "2026-05-04T08:32:00.043338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:02.535212Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e82497fffa335a08b4deb93e6c88dd8a555265f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-bff5-7ff3-9d28-a05ec2364d18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_0\\\", AVG(\\\"id\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Grouped Numeric Mean template with group_col=\\\"ord_0\\\" and measure_col=\\\"id\\\" on the single table \\\"c14\\\" using SQLite-compatible syntax and quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":22912,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f75e2799429ae14ea808a4914b68bbebe39f81b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_0\", AVG(\"id\") AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Grouped Numeric Mean template with group_col=\"ord_0\" and measure_col=\"id\" on the single table \"c14\" using SQLite-compatible syntax and quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..669a4c02d1af93d0d4b711e56838a94e30ce8844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:46.220035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:48.868410Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:56.101557Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8806f36969c8c30f161fedd3cbd7c1938a0aad3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=id. +Result preview: [{"ord_0": "3", "avg_measure": 150297.5037193925}, {"ord_0": "1", "avg_measure": 149991.30468677828}, {"ord_0": "2", "avg_measure": 149849.87647129653}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37d9d5d4d78fa4d82c1c86e3a753464e4d8c8ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_714699199792cd12 +-- problem_id: v2p_c14_30ea63a09764b555 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", AVG("id") AS avg_measure +FROM "c14" +GROUP BY "ord_0" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a4f4331ff611ef432c9414e4768ed4651e0753b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_0\", AVG(\"id\") AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_0\\\", AVG(\\\"id\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_0\", \"avg_measure\"], \"rows\": [{\"ord_0\": \"3\", \"avg_measure\": 150297.5037193925}, {\"ord_0\": \"1\", \"avg_measure\": 149991.30468677828}, {\"ord_0\": \"2\", \"avg_measure\": 149849.87647129653}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 274.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60bb93a9ee344b37fc32f92265e833d031751c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:15:45.966649+00:00", + "ended_at": "2026-05-04T08:15:57.267525+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_714699199792cd12", + "problem_id": "v2p_c14_30ea63a09764b555", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=id.", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_714699199792cd12.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_714699199792cd12", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 131, + "total_tokens": 23970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 90, + "estimated_total_tokens": 3838, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10930.01, + "sql_execution_elapsed_ms_total": 274.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_714699199792cd12\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..343ecadadad6e86f5303374f38c87e8da29a91da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_714699199792cd12/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:56.984859+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10930.01, "started_at": "2026-05-04T08:15:46.024696+00:00", "ended_at": "2026-05-04T08:15:56.955319+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 23839, "cached_input_tokens": 22912, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:15:46.220035Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:48.868410Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee3156e37ab9b6b51d10edfd33011e2e9a9e5148 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-9017-7fe0-ae29-75661c7288e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= ((\\\"cnt\\\" * 95) + 99) / 100\\n GROUP BY \\\"ord_4\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"ord_4\\\", casting \\\"id\\\" to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":524}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..65e72bcfac10ee19492ba27ee2ed26b9c0c2bb5c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"ord_4\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= ((\"cnt\" * 95) + 99) / 100\n GROUP BY \"ord_4\"\n)\nSELECT\n \"ord_4\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"ord_4\", casting \"id\" to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4775484b444841f3032b391e47cd10e01c552b8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:48:20.093791Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:48:22.560431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:38.397850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37340cc1d9875de25f4689efb5dcaab31601ae36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=id. +Result preview: [{"ord_4": "X", "percentile_measure": 286603.0}, {"ord_4": "V", "percentile_measure": 286125.0}, {"ord_4": "Y", "percentile_measure": 286033.0}, {"ord_4": "N", "percentile_measure": 285859.0}, {"ord_4": "D", "percentile_measure": 285782.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee22b2354a3e3d51c750b68c7c7aa68a485997e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_72a78274ed0e7a8b +-- problem_id: v2p_c14_0acb6ab1ac7068b7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +), +"percentiles" AS ( + SELECT + "ord_4", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= (("cnt" * 95) + 99) / 100 + GROUP BY "ord_4" +) +SELECT + "ord_4", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d874336374327c3087f73af28f7b5ac5cfc30e55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_4\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_4\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_4\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_4\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"ord_4\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= ((\"cnt\" * 95) + 99) / 100\n GROUP BY \"ord_4\"\n)\nSELECT\n \"ord_4\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_4\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_4\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"ord_4\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= ((\\\"cnt\\\" * 95) + 99) / 100\\n GROUP BY \\\"ord_4\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_4\", \"percentile_measure\"], \"rows\": [{\"ord_4\": \"X\", \"percentile_measure\": 286603.0}, {\"ord_4\": \"V\", \"percentile_measure\": 286125.0}, {\"ord_4\": \"Y\", \"percentile_measure\": 286033.0}, {\"ord_4\": \"N\", \"percentile_measure\": 285859.0}, {\"ord_4\": \"D\", \"percentile_measure\": 285782.0}, {\"ord_4\": \"E\", \"percentile_measure\": 285564.0}, {\"ord_4\": \"K\", \"percentile_measure\": 285502.0}, {\"ord_4\": \"P\", \"percentile_measure\": 285484.0}, {\"ord_4\": \"Z\", \"percentile_measure\": 285461.0}, {\"ord_4\": \"F\", \"percentile_measure\": 285319.0}, {\"ord_4\": \"H\", \"percentile_measure\": 285304.0}, {\"ord_4\": \"L\", \"percentile_measure\": 285245.0}, {\"ord_4\": \"Q\", \"percentile_measure\": 285221.0}, {\"ord_4\": \"A\", \"percentile_measure\": 284977.0}, {\"ord_4\": \"J\", \"percentile_measure\": 284759.0}, {\"ord_4\": \"U\", \"percentile_measure\": 284721.0}, {\"ord_4\": \"B\", \"percentile_measure\": 284670.0}, {\"ord_4\": \"G\", \"percentile_measure\": 284562.0}, {\"ord_4\": \"R\", \"percentile_measure\": 284365.0}, {\"ord_4\": \"W\", \"percentile_measure\": 284361.0}, {\"ord_4\": \"T\", \"percentile_measure\": 284355.0}, {\"ord_4\": \"I\", \"percentile_measure\": 284350.0}, {\"ord_4\": \"O\", \"percentile_measure\": 284321.0}, {\"ord_4\": \"S\", \"percentile_measure\": 284189.0}, {\"ord_4\": \"C\", \"percentile_measure\": 283142.0}, {\"ord_4\": \"M\", \"percentile_measure\": 274002.0}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1171.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1467a973bd3d4b15bba62ac566e4bb34a5c9f5ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:48:19.802915+00:00", + "ended_at": "2026-05-04T08:48:40.509158+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_72a78274ed0e7a8b", + "problem_id": "v2p_c14_0acb6ab1ac7068b7", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_4, measure_col=id.", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_72a78274ed0e7a8b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_72a78274ed0e7a8b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 524, + "total_tokens": 24401, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 275, + "estimated_total_tokens": 4061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19444.65, + "sql_execution_elapsed_ms_total": 1171.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_72a78274ed0e7a8b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d916dff709f9ad3d63315b6a85ecc5d58f0d2d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:39.330236+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19444.65, "started_at": "2026-05-04T08:48:19.857359+00:00", "ended_at": "2026-05-04T08:48:39.305846+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 874, "bytes_utf8": 874, "lines": 1, "estimated_tokens": 275}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 524}, "stderr_preview": "2026-05-04T08:48:20.093791Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:48:22.560431Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = ((\\\"cnt\\\" * 95) + 99) / 100\\n GROUP BY \\\"ord_4\\\"\\n)\\nSELECT\\n \\\"ord_4\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"ord_4\\\", casting \\\"id\\\" to REAL before ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d01967fbe2942f18477d8d216f75fbbfcf7fab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_72a78274ed0e7a8b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_72a78274ed0e7a8b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 524, + "total_tokens": 24401, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 275, + "estimated_total_tokens": 4061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19444.65, + "sql_execution_elapsed_ms_total": 1171.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_72a78274ed0e7a8b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d42dbf1ad9b8ae0c1a038ca6ecb268bee16186c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11934, "bytes_utf8": 11934, "lines": 399, "estimated_tokens": 3814}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3f1871c7cb21bd3dc5b590f09666eabeb5e4dddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_730ec0781fd74fec", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 128, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11126.34, + "sql_execution_elapsed_ms_total": 305.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_730ec0781fd74fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc0091aa6246091701c5ea7cec1e160d157df056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:27:24.091411+00:00", + "ended_at": "2026-05-04T08:27:35.217915+00:00", + "elapsed_ms": 11126.34, + "prompt_metrics": { + "chars": 11934, + "bytes_utf8": 11934, + "lines": 399, + "estimated_tokens": 3814 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 426, + "bytes_utf8": 426, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f41d41d6432c818c4822b06c85f5f29e12f208fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, condition_col=bin_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_1", + "condition_col": "bin_0", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9801fdf5adfc84a185831fe5be479c1171c94d78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-66c9-7081-b10d-403350235dea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with fixed bindings group_col=\\\"nom_1\\\", condition_col=\\\"bin_0\\\", and condition_value='1'. SQLite-compatible single-table SELECT with quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":22912,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11fc26c2f19ec3289bae170719546707a9a26aa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"bin_0\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with fixed bindings group_col=\"nom_1\", condition_col=\"bin_0\", and condition_value='1'. SQLite-compatible single-table SELECT with quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b94db3c69ba96e61ad876e0fabcae82db9806e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:24.310381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:26.714421Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:34.470251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d9c1b95fd9dbc96157f281b8d1cd3c69f8a7313 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, condition_col=bin_0. +Result preview: [{"nom_1": "Square", "condition_rate": 0.13014900094763796}, {"nom_1": "Triangle", "condition_rate": 0.12795176687322057}, {"nom_1": "Trapezoid", "condition_rate": 0.12704954487502595}, {"nom_1": "Star", "condition_rate": 0.12704775182990588}, {"nom_1": "Polygon", "condition_rate": 0.12691254184766068}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..862e91d4a808e11dd310bfc9abb79887395c829f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_730ec0781fd74fec +-- problem_id: v2p_c14_ededc82106385834 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "bin_0" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..454ab77beff6883ab4d80ff3a9fe7d9c10c0cc7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"bin_0\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_1\", \"condition_rate\"], \"rows\": [{\"nom_1\": \"Square\", \"condition_rate\": 0.13014900094763796}, {\"nom_1\": \"Triangle\", \"condition_rate\": 0.12795176687322057}, {\"nom_1\": \"Trapezoid\", \"condition_rate\": 0.12704954487502595}, {\"nom_1\": \"Star\", \"condition_rate\": 0.12704775182990588}, {\"nom_1\": \"Polygon\", \"condition_rate\": 0.12691254184766068}, {\"nom_1\": \"Circle\", \"condition_rate\": 0.12599142550911038}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 305.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14fef54532c634b1dbd7c01da05da02a5ddae7fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:27:24.014282+00:00", + "ended_at": "2026-05-04T08:27:35.552574+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_730ec0781fd74fec", + "problem_id": "v2p_c14_ededc82106385834", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, condition_col=bin_0.", + "bindings": { + "group_col": "nom_1", + "condition_col": "bin_0", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_730ec0781fd74fec.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_730ec0781fd74fec", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 128, + "total_tokens": 24033, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11126.34, + "sql_execution_elapsed_ms_total": 305.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_730ec0781fd74fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aca1a0ce794bb534b431e5b2ea79aca296e30887 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_730ec0781fd74fec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:35.237894+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11126.34, "started_at": "2026-05-04T08:27:24.091411+00:00", "ended_at": "2026-05-04T08:27:35.217915+00:00", "prompt_metrics": {"chars": 11934, "bytes_utf8": 11934, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 426, "bytes_utf8": 426, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:27:24.310381Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:26.714421Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d2521450d06ce598ca49a986db8942f6671da40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-e5c2-7fd1-8268-e057bbc0e04f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to emulate the 0.95 grouped percentile for \\\"id\\\" within each \\\"nom_1\\\" group by selecting the row at the ceiling of 95% rank after casting \\\"id\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":700}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11d959d30a7ae66991a4708b72c590dc2c49c918 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"nom_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to emulate the 0.95 grouped percentile for \"id\" within each \"nom_1\" group by selecting the row at the ceiling of 95% rank after casting \"id\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc1393648e7a3e5a588817a0d3ad1601fd915ae8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:42:08.767011Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:42:11.094530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:42:28.804380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..626aa793e0786ff08d6b95d95d354aef86abbdfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=id. +Result preview: [{"nom_1": "Square", "percentile_measure": 285752.0}, {"nom_1": "Triangle", "percentile_measure": 285346.0}, {"nom_1": "Circle", "percentile_measure": 284965.0}, {"nom_1": "Trapezoid", "percentile_measure": 284889.0}, {"nom_1": "Star", "percentile_measure": 284820.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ff43f0917b5c6594302d474087d449a3bda1b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_753a0db010e62b80 +-- problem_id: v2p_c14_fdbd7de3f17e2300 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "nom_1", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82580a54669ff23bed807293dab62c20ca8f3ba9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_1\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_1\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_1\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"nom_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 95) + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_1\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_1\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"nom_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 95) + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_1\", \"percentile_measure\"], \"rows\": [{\"nom_1\": \"Square\", \"percentile_measure\": 285752.0}, {\"nom_1\": \"Triangle\", \"percentile_measure\": 285346.0}, {\"nom_1\": \"Circle\", \"percentile_measure\": 284965.0}, {\"nom_1\": \"Trapezoid\", \"percentile_measure\": 284889.0}, {\"nom_1\": \"Star\", \"percentile_measure\": 284820.0}, {\"nom_1\": \"Polygon\", \"percentile_measure\": 284235.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1308.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..92ab37313480968ba0e523b5027e6ad9e55e7c48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:42:08.512590+00:00", + "ended_at": "2026-05-04T08:42:31.197708+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_753a0db010e62b80", + "problem_id": "v2p_c14_fdbd7de3f17e2300", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=id.", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_753a0db010e62b80.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_753a0db010e62b80", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 700, + "total_tokens": 24577, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 253, + "estimated_total_tokens": 4039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21292.62, + "sql_execution_elapsed_ms_total": 1308.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_753a0db010e62b80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3e83e7e6de0f17fc941bbab323463a9858dde07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_753a0db010e62b80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:42:29.879917+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21292.62, "started_at": "2026-05-04T08:42:08.568077+00:00", "ended_at": "2026-05-04T08:42:29.861081+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": 253}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 700}, "stderr_preview": "2026-05-04T08:42:08.767011Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:42:11.094530Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "entity_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8f27d963c74ad27ea716e2da3e6eaa013026aea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-9643-7181-80ea-08053b48db22"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_4\\\", measure_col=\\\"id\\\", entity_col=\\\"id\\\", and top_k=15. SQLite will coerce numeric-looking TEXT values in \\\"id\\\" for AVG().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23912,"cached_input_tokens":19840,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..395697ee4ec596b4543c3680922cb4b2a1344a80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_4\", measure_col=\"id\", entity_col=\"id\", and top_k=15. SQLite will coerce numeric-looking TEXT values in \"id\" for AVG()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67842aa2e45915d6bdada1ceacc3d006f618633e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:57.682433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:00.268538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:13.570419Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..541dfa3bef453a2bc9c9e8291d6139f99932e219 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=id. +Result preview: [{"bin_4": "Y", "support": 191633, "avg_measure": 149988.87648265174, "distinct_entities": 191633}, {"bin_4": "N", "support": 108367, "avg_measure": 150018.2863140993, "distinct_entities": 108367}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11a527306b5849a55b2e4bcc5e3cab0f764afe9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7732d92a10b80998 +-- problem_id: v2p_c14_6604835ad7052534 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f811a76fd1bea334bff19e33c0810846a2cc62f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_4\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"id\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"id\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"bin_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_4\": \"Y\", \"support\": 191633, \"avg_measure\": 149988.87648265174, \"distinct_entities\": 191633}, {\"bin_4\": \"N\", \"support\": 108367, \"avg_measure\": 150018.2863140993, \"distinct_entities\": 108367}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 611.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac7652c7de260c487925ac9eeb8106a0de855cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:19:57.441026+00:00", + "ended_at": "2026-05-04T08:20:14.974607+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7732d92a10b80998", + "problem_id": "v2p_c14_6604835ad7052534", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_4, measure_col=id.", + "bindings": { + "group_col": "bin_4", + "measure_col": "id", + "entity_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7732d92a10b80998.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7732d92a10b80998", + "api_calls": 0, + "input_tokens": 23912, + "cached_input_tokens": 19840, + "output_tokens": 171, + "total_tokens": 24083, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3823, + "estimated_output_tokens": 126, + "estimated_total_tokens": 3949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16829.74, + "sql_execution_elapsed_ms_total": 611.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7732d92a10b80998\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88200b87bcd73f178a243e8e500319f3398f547c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7732d92a10b80998/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:14.355163+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16829.74, "started_at": "2026-05-04T08:19:57.502930+00:00", "ended_at": "2026-05-04T08:20:14.333192+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3823}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 23912, "cached_input_tokens": 19840, "output_tokens": 171}, "stderr_preview": "2026-05-04T08:19:57.682433Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:00.268538Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5cfe37f73a8a6cddedddf240f7fd15cdc9681a70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_7a7f4dfc4feab695\n-- problem_id: v2p_c14_9d31c38bacbba500\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_7a7f4dfc4feab695\\n-- problem_id: v2p_c14_9d31c38bacbba500\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 148761.34737593716}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 149252.74472727271}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 150933.74386222058}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 149659.1390825688}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 151408.56496135442}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 150185.2140751658}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 148092.0824665676}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 150047.15616846812}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 146996.48840688108}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 151265.73887018333}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 148172.9767790262}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 150273.39354111903}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 146496.64643799473}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 150395.06264150943}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 151468.67536889898}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 148726.5960591133}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 150532.00646387832}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 150484.66539923954}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 152078.414083429}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 153683.63465232425}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 148898.93530997305}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 149778.61757902853}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 147613.14036448236}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 146046.24253007374}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 149731.05168363353}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 150741.19842829078}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 150126.02564102566}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 149808.293977813}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 149027.2071053694}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 150262.6914936915}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 150011.1735402205}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 150310.03616933827}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 148958.75864943725}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 151336.90798828943}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 151718.6634575136}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 148388.5521575199}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 150268.70327799063}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 148273.72506393862}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 150136.1651023891}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 148662.06279569893}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 152892.48274355615}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 150693.20895522388}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 148386.89389920424}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 149258.38834080717}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 147970.05966801257}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 152359.81511470984}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 146887.45257452576}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 153566.190498155}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 149584.40673211782}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 150335.00707213578}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 355.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec68c8967ec57435da134c646c6723656bdd7952 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:17.214273+00:00", + "ended_at": "2026-05-04T09:00:17.576764+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7a7f4dfc4feab695", + "problem_id": "v2p_c14_9d31c38bacbba500", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=id, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "id", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7a7f4dfc4feab695.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7a7f4dfc4feab695/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f1a87221e373610665e1ba8abeefe18ea4dda7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11875, "bytes_utf8": 11875, "lines": 398, "estimated_tokens": 3798}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 23887, "cached_input_tokens": 19840, "output_tokens": 126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5e79ecf8b9044a0200901dd093f5563c8d738b92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7b8bbcb150ce1815", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 24013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10820.95, + "sql_execution_elapsed_ms_total": 173.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7b8bbcb150ce1815\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6924f0d78c7cbfad9eb3b59111ddaac20c931aab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:23.758630+00:00", + "ended_at": "2026-05-04T08:10:34.579409+00:00", + "elapsed_ms": 10820.95, + "prompt_metrics": { + "chars": 11875, + "bytes_utf8": 11875, + "lines": 398, + "estimated_tokens": 3798 + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 23887, + "cached_input_tokens": 19840, + "output_tokens": 126 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdacdc2666fa86ae609b3655f6c45cd2950958b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_3", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68d43c98b87607a3a4c56763aea76e9bdf279bdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-d514-7fd2-9601-e33a59de582b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Uses the required Filtered Top-k Group Count template with group_col bound to \\\"ord_3\\\" and predicate_col bound to \\\"ord_1\\\" = 'Novice' on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54df1aa40f56ae2f69dfd43182745c3698406ad7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 18;","notes":"Uses the required Filtered Top-k Group Count template with group_col bound to \"ord_3\" and predicate_col bound to \"ord_1\" = 'Novice' on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e224d5c132d3e3352b8420e865f53cd3144dfab2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:23.964724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:26.506242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:33.752272Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3263279d568a0a6560a76bda768296b21e969529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3. +Result preview: [{"ord_3": "g", "support": 15421}, {"ord_3": "l", "support": 15134}, {"ord_3": "a", "support": 15082}, {"ord_3": "k", "support": 12044}, {"ord_3": "i", "support": 11818}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..133932f563a21e59684d466afc1be92efe2a219b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_7b8bbcb150ce1815 +-- problem_id: v2p_c14_3a8fb51d730719bc +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5694bd47dcf8d4d5b951b50f5ab2409c8c190dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_3\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_1\" = 'Novice'\nGROUP BY \"ord_3\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_3\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_1\\\" = 'Novice'\\nGROUP BY \\\"ord_3\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"ord_3\", \"support\"], \"rows\": [{\"ord_3\": \"g\", \"support\": 15421}, {\"ord_3\": \"l\", \"support\": 15134}, {\"ord_3\": \"a\", \"support\": 15082}, {\"ord_3\": \"k\", \"support\": 12044}, {\"ord_3\": \"i\", \"support\": 11818}, {\"ord_3\": \"j\", \"support\": 10530}, {\"ord_3\": \"h\", \"support\": 10518}, {\"ord_3\": \"f\", \"support\": 9331}, {\"ord_3\": \"e\", \"support\": 8807}, {\"ord_3\": \"b\", \"support\": 5032}, {\"ord_3\": \"o\", \"support\": 4758}, {\"ord_3\": \"d\", \"support\": 3360}, {\"ord_3\": \"c\", \"support\": 2908}, {\"ord_3\": \"n\", \"support\": 1696}, {\"ord_3\": \"m\", \"support\": 144}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 173.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc0434098c622e0fa6e60bf16a74963a7d534cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:10:23.686930+00:00", + "ended_at": "2026-05-04T08:10:34.781707+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7b8bbcb150ce1815", + "problem_id": "v2p_c14_3a8fb51d730719bc", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_3.", + "bindings": { + "group_col": "ord_3", + "predicate_col": "ord_1", + "predicate_op": "=", + "predicate_value": "Novice", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7b8bbcb150ce1815.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7b8bbcb150ce1815", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 24013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10820.95, + "sql_execution_elapsed_ms_total": 173.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7b8bbcb150ce1815\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ade43283c316f1dd5014cee3c25f4cc8e92ce1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7b8bbcb150ce1815/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:34.599623+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10820.95, "started_at": "2026-05-04T08:10:23.758630+00:00", "ended_at": "2026-05-04T08:10:34.579409+00:00", "prompt_metrics": {"chars": 11875, "bytes_utf8": 11875, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 23887, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:10:23.964724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:26.506242Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, measure_col=id.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..891899cbf3b13f2a15e15b0df2a21e4320e01195 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-5e38-7591-b0d7-88ddd5bfb0f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_3\\\", \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"nom_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col=\\\"nom_3\\\", item_col=\\\"nom_5\\\", and measure_col=\\\"id\\\". CAST was added because \\\"id\\\" is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":23424,"output_tokens":301}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d76776a2cea8ecb388b3a72a66dba9a00bad22fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_3\", \"nom_5\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"nom_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_3\", \"nom_5\"\nORDER BY share_within_group DESC\nLIMIT 10;","notes":"Used the required template with group_col=\"nom_3\", item_col=\"nom_5\", and measure_col=\"id\". CAST was added because \"id\" is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fec0a1e7f0734ea036855bc02b4fd9f8641c35b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:35:00.854109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:35:03.475554Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:35:15.675683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c0af7b903f872c400b273877389339d4d585ea9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, measure_col=id. +Result preview: [{"nom_3": "Finland", "nom_5": "06eeaf0aa", "total_measure": 57675845, "share_within_group": 1.04017821501543}, {"nom_3": "Costa Rica", "nom_5": "f7821e391", "total_measure": 55560633, "share_within_group": 1.030659725288612}, {"nom_3": "India", "nom_5": "b97f51ac4", "total_measure": 45206620, "share_within_group": 1.0041628547792363}, {"nom_3": "Finland", "nom_5": "20b10a832", "total_measure": 54972439, "share_within_group": 0.9914225526139168}, {"nom_3": "China", "nom_5": "416a8f3ab", "total_measure": 68359783, "share_within_group": 0.989541835408205}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..98c07872ad0a68b14ebb0b8ca70e95b40d05750f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_7bd8c92388ec18de +-- problem_id: v2p_c14_93056be48621889e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", "nom_5", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "nom_3") AS share_within_group +FROM "c14" +GROUP BY "nom_3", "nom_5" +ORDER BY share_within_group DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ed87e1085686fe3eae359112777a8499b45a744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_3\", \"nom_5\",\n SUM(CAST(\"id\" AS NUMERIC)) AS total_measure,\n SUM(CAST(\"id\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\"id\" AS NUMERIC))) OVER (PARTITION BY \"nom_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_3\", \"nom_5\"\nORDER BY share_within_group DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_3\\\", \\\"nom_5\\\",\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) AS total_measure,\\n SUM(CAST(\\\"id\\\" AS NUMERIC)) * 100.0 / SUM(SUM(CAST(\\\"id\\\" AS NUMERIC))) OVER (PARTITION BY \\\"nom_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\", \\\"nom_5\\\"\\nORDER BY share_within_group DESC\\nLIMIT 10;\", \"columns\": [\"nom_3\", \"nom_5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_3\": \"Finland\", \"nom_5\": \"06eeaf0aa\", \"total_measure\": 57675845, \"share_within_group\": 1.04017821501543}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"f7821e391\", \"total_measure\": 55560633, \"share_within_group\": 1.030659725288612}, {\"nom_3\": \"India\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 45206620, \"share_within_group\": 1.0041628547792363}, {\"nom_3\": \"Finland\", \"nom_5\": \"20b10a832\", \"total_measure\": 54972439, \"share_within_group\": 0.9914225526139168}, {\"nom_3\": \"China\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 68359783, \"share_within_group\": 0.989541835408205}, {\"nom_3\": \"India\", \"nom_5\": \"416a8f3ab\", \"total_measure\": 44514220, \"share_within_group\": 0.9887827542397768}, {\"nom_3\": \"Costa Rica\", \"nom_5\": \"472efea17\", \"total_measure\": 53181337, \"share_within_group\": 0.9865233569765323}, {\"nom_3\": \"Canada\", \"nom_5\": \"b97f51ac4\", \"total_measure\": 73566186, \"share_within_group\": 0.982054872426759}, {\"nom_3\": \"Canada\", \"nom_5\": \"20b10a832\", \"total_measure\": 73085181, \"share_within_group\": 0.9756338068585151}, {\"nom_3\": \"Canada\", \"nom_5\": \"640e1fdd5\", \"total_measure\": 73034107, \"share_within_group\": 0.9749520062476431}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 527.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a96b53176038fee992fb8f76aa297b3ec114141b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:35:00.603837+00:00", + "ended_at": "2026-05-04T08:35:17.028870+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7bd8c92388ec18de", + "problem_id": "v2p_c14_93056be48621889e", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, measure_col=id.", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "item_col": "nom_5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7bd8c92388ec18de.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7bd8c92388ec18de", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 23424, + "output_tokens": 301, + "total_tokens": 24260, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 164, + "estimated_total_tokens": 4032, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15808.97, + "sql_execution_elapsed_ms_total": 527.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7bd8c92388ec18de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb9ec743ae1609dbe1979febb9ee688aef9e6550 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7bd8c92388ec18de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:35:16.493098+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15808.97, "started_at": "2026-05-04T08:35:00.664945+00:00", "ended_at": "2026-05-04T08:35:16.473471+00:00", "prompt_metrics": {"chars": 12088, "bytes_utf8": 12088, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 164}, "usage": {"input_tokens": 23959, "cached_input_tokens": 23424, "output_tokens": 301}, "stderr_preview": "2026-05-04T08:35:00.854109Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:35:03.475554Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=month.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "item_col": "id", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..62a6c9196239fb04eddf11e5b7ffccf5a1cb6e2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-de5e-71d1-8668-cc27faec29a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_2\\\", \\\"id\\\",\\n SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"month\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"month\\\" AS REAL))) OVER (PARTITION BY \\\"nom_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\", \\\"id\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"nom_2\\\", item_col=\\\"id\\\", and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23956,"cached_input_tokens":23424,"output_tokens":246}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efeff6f304e512d32049efed279bf47cc68e70d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_2\", \"id\",\n SUM(CAST(\"month\" AS REAL)) AS total_measure,\n SUM(CAST(\"month\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"month\" AS REAL))) OVER (PARTITION BY \"nom_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_2\", \"id\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"nom_2\", item_col=\"id\", and measure_col=\"month\". Cast \"month\" to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12c23250f789cb35a3ba7ec371f29b4b03cea0f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:28.146236Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:30.714002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:42.175510Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b2493934bf661edfcf1bbf913dddee905f29704 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=month. +Result preview: [{"nom_2": "Hamster", "id": "100003", "total_measure": 12.0, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100158", "total_measure": 12.0, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100637", "total_measure": 12.0, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100663", "total_measure": 12.0, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100740", "total_measure": 12.0, "share_within_group": 0.007055669230226487}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29237593d5fffd7c374094acc44ad3ce39207e8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_7c3fae8b6359ef1a +-- problem_id: v2p_c14_66f9e3fb285069db +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "id", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "nom_2") AS share_within_group +FROM "c14" +GROUP BY "nom_2", "id" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..787bb181f92f36d9b39bc76a06fdfab06c10788c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_2\", \"id\",\n SUM(CAST(\"month\" AS REAL)) AS total_measure,\n SUM(CAST(\"month\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"month\" AS REAL))) OVER (PARTITION BY \"nom_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_2\", \"id\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_2\\\", \\\"id\\\",\\n SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"month\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"month\\\" AS REAL))) OVER (PARTITION BY \\\"nom_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\", \\\"id\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"nom_2\", \"id\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_2\": \"Hamster\", \"id\": \"100003\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100158\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100637\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100663\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100740\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100744\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100884\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101027\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101189\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101238\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101249\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101450\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101561\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"10170\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101925\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101957\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102055\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102119\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102346\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102441\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102457\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102462\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102509\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"10253\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102541\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102544\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"10270\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103007\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103019\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103047\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103133\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103156\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103203\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103242\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103252\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103254\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103737\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103903\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"103955\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"10404\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104087\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104312\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104330\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104421\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104514\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104652\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104656\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104679\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104691\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"104759\", \"total_measure\": 12.0, \"share_within_group\": 0.007055669230226487}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 2498.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13fb7c3dac8642838b4c5d7a821e94e98b25d264 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:34:27.853375+00:00", + "ended_at": "2026-05-04T08:34:45.670621+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7c3fae8b6359ef1a", + "problem_id": "v2p_c14_66f9e3fb285069db", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=month.", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "item_col": "id", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7c3fae8b6359ef1a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7c3fae8b6359ef1a", + "api_calls": 0, + "input_tokens": 23956, + "cached_input_tokens": 23424, + "output_tokens": 246, + "total_tokens": 24202, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3865, + "estimated_output_tokens": 149, + "estimated_total_tokens": 4014, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15186.04, + "sql_execution_elapsed_ms_total": 2498.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7c3fae8b6359ef1a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..047dad46f50f563ef9ca131898c3ec9d8db2400b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7c3fae8b6359ef1a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:43.129254+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15186.04, "started_at": "2026-05-04T08:34:27.921886+00:00", "ended_at": "2026-05-04T08:34:43.107806+00:00", "prompt_metrics": {"chars": 12081, "bytes_utf8": 12081, "lines": 398, "estimated_tokens": 3865}, "response_metrics": {"chars": 510, "bytes_utf8": 510, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 23956, "cached_input_tokens": 23424, "output_tokens": 246}, "stderr_preview": "2026-05-04T08:34:28.146236Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:30.714002Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e020d0c51c6f33f8b5fc4d9d52acfa1a54f7d212 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-27fc-7af0-af49-6dce645a55d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_3\\\", measure_col=\\\"month\\\", entity_col=\\\"ord_5\\\", and top_k=19. Cast \\\"month\\\" to REAL so AVG is numerically computed in SQLite because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":213}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b1df14a2b11fc86b76b58f58f4aeebac7076c50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_3\", measure_col=\"month\", entity_col=\"ord_5\", and top_k=19. Cast \"month\" to REAL so AVG is numerically computed in SQLite because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22eeb0bd1621961bb76f942d3617171f124f22a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:29.451633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:32.104317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:41.314259Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b48721309ee7624205500fdeac5ac94a943df364 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3, measure_col=month. +Result preview: [{"bin_3": "T", "support": 153535, "avg_measure": 5.773836584492136, "distinct_entities": 192}, {"bin_3": "F", "support": 146465, "avg_measure": 5.768258628341242, "distinct_entities": 192}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1df960e57c80567c5ab83e658861c3d298059269 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7d5d0675c3e1b1c0 +-- problem_id: v2p_c14_360cf7c545d4e75a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8302d66d8ed9c983ff323263ab97810110187f42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_3\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_5\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_5\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"bin_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_3\": \"T\", \"support\": 153535, \"avg_measure\": 5.773836584492136, \"distinct_entities\": 192}, {\"bin_3\": \"F\", \"support\": 146465, \"avg_measure\": 5.768258628341242, \"distinct_entities\": 192}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 340.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffd9fc11f7516d71ba249747f53a251dc67694e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:19:29.212621+00:00", + "ended_at": "2026-05-04T08:19:42.718915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7d5d0675c3e1b1c0", + "problem_id": "v2p_c14_360cf7c545d4e75a", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_3, measure_col=month.", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "entity_col": "ord_5", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7d5d0675c3e1b1c0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7d5d0675c3e1b1c0", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 213, + "total_tokens": 24127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13076.07, + "sql_execution_elapsed_ms_total": 340.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7d5d0675c3e1b1c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fc37e9e882ba5b8ba5d4fe5280f85d153a4f632 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7d5d0675c3e1b1c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:42.370337+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13076.07, "started_at": "2026-05-04T08:19:29.273379+00:00", "ended_at": "2026-05-04T08:19:42.349533+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 213}, "stderr_preview": "2026-05-04T08:19:29.451633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:32.104317Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=id.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..83d80052873d4a6171eda0412d3651abf1a435e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-bc92-7f02-a94b-5fa6b9859a90"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_1\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with bound roles group_col=\\\"nom_1\\\" and measure_col=\\\"id\\\". Cast \\\"id\\\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dac09a9c74967648ed7416f3c43c3ae2a57fa61c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_1\", AVG(CAST(\"id\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with bound roles group_col=\"nom_1\" and measure_col=\"id\". Cast \"id\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8327e26e2f616568fa9d66f77e8693d3ff143ef6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,3 @@ +2026-05-04T08:13:34.328210Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:44.353081Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:13:56.767939Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 180ms)... diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38dbd4f2f4372f341f5b161c30402fd092e887e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=id. +Result preview: [{"nom_1": "Square", "avg_measure": 150928.77776881665}, {"nom_1": "Circle", "avg_measure": 150327.063960343}, {"nom_1": "Star", "avg_measure": 150125.63428023702}, {"nom_1": "Trapezoid", "avg_measure": 149892.9398404839}, {"nom_1": "Triangle", "avg_measure": 149508.1039691844}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fcf18f877b891790ec3bec9a8ca8a24a222440b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_7ee6c681cbdc3e7a +-- problem_id: v2p_c14_eb98d71e8d04198d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", AVG(CAST("id" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..758e1a24bbe0566674e1b388434453930dc990be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_1\", AVG(CAST(\"id\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_1\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_1\", \"avg_measure\"], \"rows\": [{\"nom_1\": \"Square\", \"avg_measure\": 150928.77776881665}, {\"nom_1\": \"Circle\", \"avg_measure\": 150327.063960343}, {\"nom_1\": \"Star\", \"avg_measure\": 150125.63428023702}, {\"nom_1\": \"Trapezoid\", \"avg_measure\": 149892.9398404839}, {\"nom_1\": \"Triangle\", \"avg_measure\": 149508.1039691844}, {\"nom_1\": \"Polygon\", \"avg_measure\": 148930.0909166367}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 290.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..192ed8c84f138fe8e4b8b9c5e626e24d62b6364b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:13:33.988933+00:00", + "ended_at": "2026-05-04T08:14:10.956958+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_7ee6c681cbdc3e7a", + "problem_id": "v2p_c14_eb98d71e8d04198d", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=id.", + "bindings": { + "group_col": "nom_1", + "measure_col": "id", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_7ee6c681cbdc3e7a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7ee6c681cbdc3e7a", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 23958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36599.73, + "sql_execution_elapsed_ms_total": 290.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7ee6c681cbdc3e7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6dab04e7eaada94602efb24e8de50b36ece703ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:10.658759+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 36599.73, "started_at": "2026-05-04T08:13:34.050192+00:00", "ended_at": "2026-05-04T08:14:10.650369+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:13:34.328210Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:44.353081Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:13:56.767939Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 180ms)...\n", "stdout_preview": "{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_1\\\", AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with bound roles group_col=\\\"nom_1\\\" and measure_col=\\\"id\\\". Cast \\\"id\\\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee1d79c4fd631056efc6948ff648db9758157f93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_7ee6c681cbdc3e7a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_7ee6c681cbdc3e7a", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 23958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 103, + "estimated_total_tokens": 3851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36599.73, + "sql_execution_elapsed_ms_total": 290.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_7ee6c681cbdc3e7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b1dfe13defac6a8cf7b7a36a59fb136c2eada26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11598, "bytes_utf8": 11598, "lines": 394, "estimated_tokens": 3723}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 92}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38c65c9658e7bceae3b944c04c580a8ec86b3c4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_817837e3f749ae4e", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 92, + "total_tokens": 23906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10379.06, + "sql_execution_elapsed_ms_total": 187.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_817837e3f749ae4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0c18fbc19dbca3bcbc1761ad2a74f1052f21616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:33.683442+00:00", + "ended_at": "2026-05-04T08:08:44.063649+00:00", + "elapsed_ms": 10379.06, + "prompt_metrics": { + "chars": 11598, + "bytes_utf8": 11598, + "lines": 394, + "estimated_tokens": 3723 + }, + "stdout_metrics": { + "chars": 598, + "bytes_utf8": 598, + "lines": 4, + "estimated_tokens": 178 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 279, + "bytes_utf8": 279, + "lines": 1, + "estimated_tokens": 77 + }, + "usage": { + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 92 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c85e1cd3bd56cd8de41350775507b97b32b1481 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_2.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_2", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9c23f459f69fd2ba83dcf936a44753bc45fb3c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-2722-7a62-a2e8-9cf54abb7e83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"bin_2\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":19840,"output_tokens":92}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fab86f6c2d566978ae8b61ca86487ddb33b424ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_2\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"bin_2\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a25a8c4e7e3f362d6bc1cc0b55b731ad25f1b36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:33.884177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:36.356971Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:43.205205Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7e8e4d63e7fa87706ccfa2891f646fcb9d11d36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_2. +Result preview: [{"bin_2": "0", "row_count": 185033}, {"bin_2": "1", "row_count": 114967}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..33982185d6280b960c894518183a96e1546eb382 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_817837e3f749ae4e +-- problem_id: v2p_c14_c40b9c97ffe68361 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..becd351292cf5e5975ecfe5f3aa946be94da29e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_2\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_2\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_2\", \"row_count\"], \"rows\": [{\"bin_2\": \"0\", \"row_count\": 185033}, {\"bin_2\": \"1\", \"row_count\": 114967}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 187.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..83ac76ac72889816112002171ae2b7419d0a2f7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:08:33.636105+00:00", + "ended_at": "2026-05-04T08:08:44.279052+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_817837e3f749ae4e", + "problem_id": "v2p_c14_c40b9c97ffe68361", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_817837e3f749ae4e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_817837e3f749ae4e", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 92, + "total_tokens": 23906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10379.06, + "sql_execution_elapsed_ms_total": 187.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_817837e3f749ae4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ada0a0fc771c8ba9f4148249e83fa929d3824589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_817837e3f749ae4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:44.082340+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10379.06, "started_at": "2026-05-04T08:08:33.683442+00:00", "ended_at": "2026-05-04T08:08:44.063649+00:00", "prompt_metrics": {"chars": 11598, "bytes_utf8": 11598, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 92}, "stderr_preview": "2026-05-04T08:08:33.884177Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:36.356971Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af782af6fd40a5ecd52990c4207c447aa2987c1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-9df9-7892-8e2b-32adcec56bf9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_2\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=13. Cast \\\"day\\\" to REAL for a numeric AVG in SQLite because the schema snapshot types it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":19840,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61f7e71abf8ee5b00101c88f113fabe9ad0cf246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_2\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=13. Cast \"day\" to REAL for a numeric AVG in SQLite because the schema snapshot types it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d01901bd00838862ba28a41b1acea2b20de50e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:54.123770Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:56.517815Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:04.824298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..562ee2ad8d3d783055a1f68d91aea28e14cdfd95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=day. +Result preview: [{"bin_2": "0", "support": 185033, "avg_measure": 3.007366253587198, "distinct_entities": 26}, {"bin_2": "1", "support": 114967, "avg_measure": 3.0085415814972993, "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..824f31052b75465f7ea2870f72f535e699a684ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_8223022e311bc0c5 +-- problem_id: v2p_c14_6b92ddb78aee0a85 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18dcc425d51217e0e79178ddf9654e5a87da2478 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"bin_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 185033, \"avg_measure\": 3.007366253587198, \"distinct_entities\": 26}, {\"bin_2\": \"1\", \"support\": 114967, \"avg_measure\": 3.0085415814972993, \"distinct_entities\": 26}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 302.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10ae93a8818973ca38a0248ac48bdd8382ee5161 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:18:53.881134+00:00", + "ended_at": "2026-05-04T08:19:05.704957+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8223022e311bc0c5", + "problem_id": "v2p_c14_6b92ddb78aee0a85", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_2, measure_col=day.", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_8223022e311bc0c5.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8223022e311bc0c5", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 157, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11430.38, + "sql_execution_elapsed_ms_total": 302.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_8223022e311bc0c5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c726be8f6c9167cee617f0ec6cfa67d9654c65b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8223022e311bc0c5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:05.393976+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11430.38, "started_at": "2026-05-04T08:18:53.944298+00:00", "ended_at": "2026-05-04T08:19:05.374765+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 23914, "cached_input_tokens": 19840, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:18:54.123770Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:56.517815Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..789ca2cab1513d88f3b1879a1c4e8050b5f614f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_845f720dce660435\n-- problem_id: v2p_c14_75756a566192b3f6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_845f720dce660435\\n-- problem_id: v2p_c14_75756a566192b3f6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 3.1666666666666665}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 2.742857142857143}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 3.08955223880597}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 2.985074626865672}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 2.6363636363636362}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 2.923076923076923}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 3.09375}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 3.015625}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 3.0476190476190474}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 3.015873015873016}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 3.015873015873016}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 3.0}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 2.9206349206349205}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 2.3174603174603177}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 3.4193548387096775}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 3.338709677419355}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 3.2903225806451615}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 3.2419354838709675}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 2.9516129032258065}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 2.9516129032258065}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 2.7903225806451615}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 2.774193548387097}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 2.6129032258064515}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 3.377049180327869}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 3.360655737704918}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 3.2950819672131146}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 3.1475409836065573}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 3.0655737704918034}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 3.0491803278688523}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 3.0163934426229506}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 3.0}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 2.9672131147540983}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 2.8852459016393444}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 2.721311475409836}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 2.6885245901639343}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 2.639344262295082}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 3.316666666666667}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 3.183333333333333}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 3.15}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 3.1333333333333333}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 3.0166666666666666}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 3.0}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 3.0}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 2.9}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 2.8833333333333333}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 2.8333333333333335}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 2.783333333333333}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 2.75}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 2.75}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 2.6333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 348.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1fb40760102ae3c4536df18cbae5718aa283a86e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:23.511099+00:00", + "ended_at": "2026-05-04T09:00:23.866652+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_845f720dce660435", + "problem_id": "v2p_c14_75756a566192b3f6", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_845f720dce660435.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_845f720dce660435/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5f11476a8bce70a3ad90f6b51dd282b0c062d18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23919, "cached_input_tokens": 22912, "output_tokens": 143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8a44d9eed227e8b78c432c90fe096d348f9c3601 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_869deecf41c81f28", + "api_calls": 0, + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 143, + "total_tokens": 24062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3830, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3957, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11560.88, + "sql_execution_elapsed_ms_total": 521.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_869deecf41c81f28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4b40512fcabe980ff07c56dd567cb087579980f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:58:13.195533+00:00", + "ended_at": "2026-05-04T08:58:24.744248+00:00", + "elapsed_ms": 11560.88, + "prompt_metrics": { + "chars": 11851, + "bytes_utf8": 11851, + "lines": 396, + "estimated_tokens": 3830 + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1725ddd246569f626f5e51443d9e8e65302c6686 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_3.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_3", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8aa902e3213b92a896d8230eaa0c005daffb84c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-9de3-78c1-9bc3-14a03688b0ac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_3\\\"\\nLIMIT 13;\",\"notes\":\"Applied the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"ord_1\\\", group_col_2=\\\"ord_3\\\", and top_k=13 on the single table \\\"c14\\\" using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23919,"cached_input_tokens":22912,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f914421efe7a4a3c0ac959870d0b22023ba927d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_3\"\nORDER BY support ASC, \"ord_1\", \"ord_3\"\nLIMIT 13;","notes":"Applied the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"ord_1\", group_col_2=\"ord_3\", and top_k=13 on the single table \"c14\" using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..128c16491478c8eb6c01acd196d3efa70a98c2f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:13.416818Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:15.880614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:23.947165Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38c9ce3a4d464ee9b67961db10a8c675587384d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_3. +Result preview: [{"ord_1": "Expert", "ord_3": "m", "support": 27}, {"ord_1": "Master", "ord_3": "m", "support": 30}, {"ord_1": "Contributor", "ord_3": "m", "support": 41}, {"ord_1": "Grandmaster", "ord_3": "m", "support": 86}, {"ord_1": "Novice", "ord_3": "m", "support": 144}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0b5a3852d9e108326c17344830dba79971af893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_869deecf41c81f28 +-- problem_id: v2p_c14_2d0183f180ac5b25 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_3" +ORDER BY support ASC, "ord_1", "ord_3" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fd01eb403e61bb96893c40bdf6f9e56a22ee4eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_3\",\n COUNT(*) AS support\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_3\"\nORDER BY support ASC, \"ord_1\", \"ord_3\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_3\\\",\\n COUNT(*) AS support\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_3\\\"\\nORDER BY support ASC, \\\"ord_1\\\", \\\"ord_3\\\"\\nLIMIT 13;\", \"columns\": [\"ord_1\", \"ord_3\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"ord_3\": \"m\", \"support\": 27}, {\"ord_1\": \"Master\", \"ord_3\": \"m\", \"support\": 30}, {\"ord_1\": \"Contributor\", \"ord_3\": \"m\", \"support\": 41}, {\"ord_1\": \"Grandmaster\", \"ord_3\": \"m\", \"support\": 86}, {\"ord_1\": \"Novice\", \"ord_3\": \"m\", \"support\": 144}, {\"ord_1\": \"Expert\", \"ord_3\": \"n\", \"support\": 338}, {\"ord_1\": \"Master\", \"ord_3\": \"n\", \"support\": 395}, {\"ord_1\": \"Expert\", \"ord_3\": \"c\", \"support\": 552}, {\"ord_1\": \"Contributor\", \"ord_3\": \"n\", \"support\": 557}, {\"ord_1\": \"Expert\", \"ord_3\": \"d\", \"support\": 646}, {\"ord_1\": \"Master\", \"ord_3\": \"c\", \"support\": 652}, {\"ord_1\": \"Master\", \"ord_3\": \"d\", \"support\": 763}, {\"ord_1\": \"Expert\", \"ord_3\": \"o\", \"support\": 968}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 521.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01767040450e00c245f628bbc29baff0b7a5acc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:58:13.139992+00:00", + "ended_at": "2026-05-04T08:58:25.329056+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_869deecf41c81f28", + "problem_id": "v2p_c14_2d0183f180ac5b25", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_3.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_3", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_869deecf41c81f28.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_869deecf41c81f28", + "api_calls": 0, + "input_tokens": 23919, + "cached_input_tokens": 22912, + "output_tokens": 143, + "total_tokens": 24062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3830, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3957, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11560.88, + "sql_execution_elapsed_ms_total": 521.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_869deecf41c81f28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b653216b385e7651b32400a6f056a646c95428c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_869deecf41c81f28/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:24.793898+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11560.88, "started_at": "2026-05-04T08:58:13.195533+00:00", "ended_at": "2026-05-04T08:58:24.744248+00:00", "prompt_metrics": {"chars": 11851, "bytes_utf8": 11851, "lines": 396, "estimated_tokens": 3830}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23919, "cached_input_tokens": 22912, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:58:13.416818Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:15.880614Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79256ddd10b169ef3095ce7f3fd18215023b064c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-d50c-7c63-8e49-b887b329d4af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_2\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"bin_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"bin_2\\\", item_col=\\\"nom_7\\\", and measure_col=\\\"day\\\". CAST was added because \\\"day\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":22912,"output_tokens":246}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5601b5a389f0ebe1160c2a883935160f6c0134b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_2\", \"nom_7\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"bin_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_2\", \"nom_7\"\nORDER BY share_within_group DESC\nLIMIT 19;","notes":"Used the provided template with bound roles group_col=\"bin_2\", item_col=\"nom_7\", and measure_col=\"day\". CAST was added because \"day\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86c6a13dd62dc835718ed7043dba90e140264f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:14.642494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:17.082218Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:26.100698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c2d212e3fe9a481e7d3e72b4962b272dcc78ebe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day. +Result preview: [{"bin_2": "1", "nom_7": "85495b390", "total_measure": 643.0, "share_within_group": 0.1859010127702142}, {"bin_2": "1", "nom_7": "3b679e531", "total_measure": 640.0, "share_within_group": 0.18503366745402347}, {"bin_2": "0", "nom_7": "c6344321c", "total_measure": 1026.0, "share_within_group": 0.1843791669512024}, {"bin_2": "1", "nom_7": "d863df6ca", "total_measure": 633.0, "share_within_group": 0.1830098617162451}, {"bin_2": "1", "nom_7": "7c6d738f8", "total_measure": 622.0, "share_within_group": 0.17982959555687905}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a40d2d1fc7bb4c2862f03d6f0c5599b1598b835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_889ecad9f328c3be +-- problem_id: v2p_c14_f9746efb530dd0a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", "nom_7", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "bin_2") AS share_within_group +FROM "c14" +GROUP BY "bin_2", "nom_7" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8acb8200bb4fb20a8736a75ebf66ae77bac73053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_2\", \"nom_7\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"bin_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_2\", \"nom_7\"\nORDER BY share_within_group DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_2\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"bin_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\", \"columns\": [\"bin_2\", \"nom_7\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_2\": \"1\", \"nom_7\": \"85495b390\", \"total_measure\": 643.0, \"share_within_group\": 0.1859010127702142}, {\"bin_2\": \"1\", \"nom_7\": \"3b679e531\", \"total_measure\": 640.0, \"share_within_group\": 0.18503366745402347}, {\"bin_2\": \"0\", \"nom_7\": \"c6344321c\", \"total_measure\": 1026.0, \"share_within_group\": 0.1843791669512024}, {\"bin_2\": \"1\", \"nom_7\": \"d863df6ca\", \"total_measure\": 633.0, \"share_within_group\": 0.1830098617162451}, {\"bin_2\": \"1\", \"nom_7\": \"7c6d738f8\", \"total_measure\": 622.0, \"share_within_group\": 0.17982959555687905}, {\"bin_2\": \"1\", \"nom_7\": \"66418d6ec\", \"total_measure\": 621.0, \"share_within_group\": 0.17954048045148216}, {\"bin_2\": \"1\", \"nom_7\": \"f16ff4894\", \"total_measure\": 621.0, \"share_within_group\": 0.17954048045148216}, {\"bin_2\": \"0\", \"nom_7\": \"3a114adea\", \"total_measure\": 997.0, \"share_within_group\": 0.17916767002957973}, {\"bin_2\": \"0\", \"nom_7\": \"700924d38\", \"total_measure\": 997.0, \"share_within_group\": 0.17916767002957973}, {\"bin_2\": \"0\", \"nom_7\": \"4a0ff1117\", \"total_measure\": 993.0, \"share_within_group\": 0.1784488428679766}, {\"bin_2\": \"0\", \"nom_7\": \"cab0b4ca9\", \"total_measure\": 992.0, \"share_within_group\": 0.17826913607757583}, {\"bin_2\": \"1\", \"nom_7\": \"6f3940b72\", \"total_measure\": 616.0, \"share_within_group\": 0.1780949049244976}, {\"bin_2\": \"0\", \"nom_7\": \"a0be4f3da\", \"total_measure\": 988.0, \"share_within_group\": 0.1775503089159727}, {\"bin_2\": \"1\", \"nom_7\": \"853d8bd3a\", \"total_measure\": 613.0, \"share_within_group\": 0.17722755960830686}, {\"bin_2\": \"1\", \"nom_7\": \"fe27cc23d\", \"total_measure\": 613.0, \"share_within_group\": 0.17722755960830686}, {\"bin_2\": \"0\", \"nom_7\": \"c6dfa929a\", \"total_measure\": 982.0, \"share_within_group\": 0.176472068173568}, {\"bin_2\": \"0\", \"nom_7\": \"5aed00b2c\", \"total_measure\": 978.0, \"share_within_group\": 0.17575324101196488}, {\"bin_2\": \"1\", \"nom_7\": \"3f0057c9b\", \"total_measure\": 606.0, \"share_within_group\": 0.17520375387052847}, {\"bin_2\": \"1\", \"nom_7\": \"dd9e53e35\", \"total_measure\": 606.0, \"share_within_group\": 0.17520375387052847}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 554.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b62fedc425769d1d38cbe95a163d1b766f66ac8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:32:14.399119+00:00", + "ended_at": "2026-05-04T08:32:27.583421+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_889ecad9f328c3be", + "problem_id": "v2p_c14_f9746efb530dd0a6", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_2, measure_col=day.", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_889ecad9f328c3be.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_889ecad9f328c3be", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 246, + "total_tokens": 24204, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 165, + "estimated_total_tokens": 4032, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12536.58, + "sql_execution_elapsed_ms_total": 554.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_889ecad9f328c3be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fbd6ce6a11a6c7044fd1dcc36c2e216b2db7bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_889ecad9f328c3be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:27.018582+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12536.58, "started_at": "2026-05-04T08:32:14.462077+00:00", "ended_at": "2026-05-04T08:32:26.998983+00:00", "prompt_metrics": {"chars": 12083, "bytes_utf8": 12083, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 549, "bytes_utf8": 549, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 23958, "cached_input_tokens": 22912, "output_tokens": 246}, "stderr_preview": "2026-05-04T08:32:14.642494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:17.082218Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_0, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9bf7d8ca72ceb25d56785b0b7093cad4dfc480a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-c7ad-7a91-97ca-b17efca5ed7a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_0, and target_col=target. Identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfbe93141f8506658fc8e4d96a99dc8d9bf94834 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_0\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_0, and target_col=target. Identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd4550da5d80a9a477517039325542de597247e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:26.969288Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:29.433427Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:37.511861Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..afbd69a6f6eb5796d136a86a33fec452636968f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_0, target_col=target. +Result preview: [{"bin_3": "F", "nom_0": "Red", "target_rate": 0.3513448025199903}, {"bin_3": "T", "nom_0": "Red", "target_rate": 0.3507750952986023}, {"bin_3": "F", "nom_0": "Green", "target_rate": 0.330981408594925}, {"bin_3": "T", "nom_0": "Green", "target_rate": 0.32344730794737736}, {"bin_3": "F", "nom_0": "Blue", "target_rate": 0.24726612558735583}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c36e755db75412c018697de4aa999b7a9bfbee1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_88b12a321ec5be87 +-- problem_id: v2p_c14_a993dabe8b88fe3f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_0", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..752f622a2c541799778f8b74a95d447367c3d6ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_0\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_0\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_0\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"nom_0\": \"Red\", \"target_rate\": 0.3513448025199903}, {\"bin_3\": \"T\", \"nom_0\": \"Red\", \"target_rate\": 0.3507750952986023}, {\"bin_3\": \"F\", \"nom_0\": \"Green\", \"target_rate\": 0.330981408594925}, {\"bin_3\": \"T\", \"nom_0\": \"Green\", \"target_rate\": 0.32344730794737736}, {\"bin_3\": \"F\", \"nom_0\": \"Blue\", \"target_rate\": 0.24726612558735583}, {\"bin_3\": \"T\", \"nom_0\": \"Blue\", \"target_rate\": 0.2365946581283184}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 458.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08a8dd93b7d9ca8e2535e25088dd50bd976027bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:23:26.714072+00:00", + "ended_at": "2026-05-04T08:23:39.100738+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_88b12a321ec5be87", + "problem_id": "v2p_c14_a993dabe8b88fe3f", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_0, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_0", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_88b12a321ec5be87.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_88b12a321ec5be87", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 148, + "total_tokens": 24092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3985, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11837.62, + "sql_execution_elapsed_ms_total": 458.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_88b12a321ec5be87\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d24042bba75187754139b8741849c2ba8556b8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_88b12a321ec5be87/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:38.633712+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11837.62, "started_at": "2026-05-04T08:23:26.774224+00:00", "ended_at": "2026-05-04T08:23:38.611942+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:23:26.969288Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:29.433427Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, condition_col=bin_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_3", + "condition_col": "bin_2", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a6e839df2ca433109f5b9e263ea43df7d8ba28f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-1e49-7310-84c9-df9cbe9224a9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with fixed bindings group_col=\\\"nom_3\\\" and condition_col=\\\"bin_2\\\", using condition_value='1'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":19840,"output_tokens":126}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5019edc509a39014309923fbc08f5bf82817520 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"bin_2\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with fixed bindings group_col=\"nom_3\" and condition_col=\"bin_2\", using condition_value='1'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba7818feb4c045ab1dc06eaca2715fa320a6ffb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:11.293590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:13.656684Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:21.346219Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..44961a57cd13f75c27c4de438471041cf4afc30b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, condition_col=bin_2. +Result preview: [{"nom_3": "Russia", "condition_rate": 0.3861930520257508}, {"nom_3": "Costa Rica", "condition_rate": 0.38485050572413027}, {"nom_3": "Canada", "condition_rate": 0.3831154531440812}, {"nom_3": "Finland", "condition_rate": 0.3807048887445184}, {"nom_3": "India", "condition_rate": 0.38027510683760685}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6af1d8bab3ec9d0541b191e81a53a9a7ed3f4ba4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_8bbd413fddbc0d00 +-- problem_id: v2p_c14_7c5995f6349325a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "bin_2" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..597826d157b91c4c90517cd23a1a2f78c95e8c4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"bin_2\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_3\", \"condition_rate\"], \"rows\": [{\"nom_3\": \"Russia\", \"condition_rate\": 0.3861930520257508}, {\"nom_3\": \"Costa Rica\", \"condition_rate\": 0.38485050572413027}, {\"nom_3\": \"Canada\", \"condition_rate\": 0.3831154531440812}, {\"nom_3\": \"Finland\", \"condition_rate\": 0.3807048887445184}, {\"nom_3\": \"India\", \"condition_rate\": 0.38027510683760685}, {\"nom_3\": \"China\", \"condition_rate\": 0.37948484058726434}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 281.0}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d5e4de7e5906f3f675bf8c79dc8986d9ee4eb2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:28:10.971150+00:00", + "ended_at": "2026-05-04T08:28:22.540297+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8bbd413fddbc0d00", + "problem_id": "v2p_c14_7c5995f6349325a9", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_3, condition_col=bin_2.", + "bindings": { + "group_col": "nom_3", + "condition_col": "bin_2", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_8bbd413fddbc0d00.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8bbd413fddbc0d00", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 126, + "total_tokens": 24030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11175.32, + "sql_execution_elapsed_ms_total": 281.0, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_8bbd413fddbc0d00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99a4e340e6bb57f48d0f230b1b85d7b2ddef9b40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8bbd413fddbc0d00/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:22.251545+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11175.32, "started_at": "2026-05-04T08:28:11.057252+00:00", "ended_at": "2026-05-04T08:28:22.232696+00:00", "prompt_metrics": {"chars": 11929, "bytes_utf8": 11929, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 126}, "stderr_preview": "2026-05-04T08:28:11.293590Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:13.656684Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e89e111e51e5a7ed4ec3c3717b3211080e56a5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-4558-7970-b07c-2e02355a0fd6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required Grouped Summary Top-k template with bound roles group_col=\\\"nom_3\\\", measure_col=\\\"id\\\", and entity_col=\\\"nom_8\\\". Cast \\\"id\\\" to REAL because the SQLite schema stores it as TEXT while the template requires AVG over the measure column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebf767fe443756cecb13c9c6e40f5c5d0f4c07df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_3\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required Grouped Summary Top-k template with bound roles group_col=\"nom_3\", measure_col=\"id\", and entity_col=\"nom_8\". Cast \"id\" to REAL because the SQLite schema stores it as TEXT while the template requires AVG over the measure column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4566e3b9013b0e5931cebfadeab00cb58ebeaf64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:48.039480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:50.452393Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:59.060530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e3fcb49501bf3a3e515f9e0bb90916c92ed72ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=id. +Result preview: [{"nom_3": "Russia", "support": 101123, "avg_measure": 149946.7902554315, "distinct_entities": 2203}, {"nom_3": "Canada", "support": 49951, "avg_measure": 149967.8961982743, "distinct_entities": 2175}, {"nom_3": "China", "support": 46044, "avg_measure": 150035.3066849101, "distinct_entities": 2178}, {"nom_3": "Finland", "support": 36942, "avg_measure": 150094.85588219372, "distinct_entities": 2149}, {"nom_3": "Costa Rica", "support": 35988, "avg_measure": 149793.91361009225, "distinct_entities": 2155}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e34ae71d0e73281db9c68dcaf729bf3e8d62455f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_8eb4cef4585ddc34 +-- problem_id: v2p_c14_bbcbd88b97bfb826 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fc17e64b1071d2688e660863e959c45424117b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_3\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"nom_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_3\": \"Russia\", \"support\": 101123, \"avg_measure\": 149946.7902554315, \"distinct_entities\": 2203}, {\"nom_3\": \"Canada\", \"support\": 49951, \"avg_measure\": 149967.8961982743, \"distinct_entities\": 2175}, {\"nom_3\": \"China\", \"support\": 46044, \"avg_measure\": 150035.3066849101, \"distinct_entities\": 2178}, {\"nom_3\": \"Finland\", \"support\": 36942, \"avg_measure\": 150094.85588219372, \"distinct_entities\": 2149}, {\"nom_3\": \"Costa Rica\", \"support\": 35988, \"avg_measure\": 149793.91361009225, \"distinct_entities\": 2155}, {\"nom_3\": \"India\", \"support\": 29952, \"avg_measure\": 150304.52577457266, \"distinct_entities\": 2155}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 453.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e899203192f3cffd477a352eddc56fd1215345eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:21:47.812451+00:00", + "ended_at": "2026-05-04T08:22:00.045443+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_8eb4cef4585ddc34", + "problem_id": "v2p_c14_bbcbd88b97bfb826", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=id.", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_8eb4cef4585ddc34.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_8eb4cef4585ddc34", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 177, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 142, + "estimated_total_tokens": 3967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11690.71, + "sql_execution_elapsed_ms_total": 453.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_8eb4cef4585ddc34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba3be2a1237340789511a67806395df1fff46b7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_8eb4cef4585ddc34/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:59.581501+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11690.71, "started_at": "2026-05-04T08:21:47.870261+00:00", "ended_at": "2026-05-04T08:21:59.563542+00:00", "prompt_metrics": {"chars": 11972, "bytes_utf8": 11972, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 177}, "stderr_preview": "2026-05-04T08:21:48.039480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:50.452393Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b85c22f56e4d6d88bf49dd945a0797626986e01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-03f9-7ee0-a10f-8f0e70850b37"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY \\\"cdf\\\", \\\"measure_value\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cdf\\\" >= 0.95\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned template roles with group_col=\\\"nom_2\\\" and measure_col=\\\"ord_0\\\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile per group via CUME_DIST() and selects the first value at or above 0.95; \\\"ord_0\\\" is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":23424,"output_tokens":478}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..510d57306323303ef55bc9af461712f70e39c57e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"cdf\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"nom_2\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY \"cdf\", \"measure_value\"\n ) AS \"rn\"\n FROM \"ranked\"\n WHERE \"cdf\" >= 0.95\n)\nSELECT\n \"nom_2\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"Uses the planned template roles with group_col=\"nom_2\" and measure_col=\"ord_0\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile per group via CUME_DIST() and selects the first value at or above 0.95; \"ord_0\" is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f75a7a64dcb118eefbfda96a22f7030b03fd1cfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:22.035363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:24.438302Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:39.043800Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9772a7338a0480bdbf38ab900f4c05b3a976fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0. +Result preview: [{"nom_2": "Axolotl", "percentile_measure": 3.0}, {"nom_2": "Cat", "percentile_measure": 3.0}, {"nom_2": "Dog", "percentile_measure": 3.0}, {"nom_2": "Hamster", "percentile_measure": 3.0}, {"nom_2": "Lion", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8aaed0bac880a4ad101c9addc5ced8544cab9fdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_90896e333c4838b0 +-- problem_id: v2p_c14_b4db783cc2e4c8f8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "cdf" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "nom_2", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY "cdf", "measure_value" + ) AS "rn" + FROM "ranked" + WHERE "cdf" >= 0.95 +) +SELECT + "nom_2", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69807ad398d22c4c740822a41bb5427a2bef63cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"cdf\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"nom_2\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY \"cdf\", \"measure_value\"\n ) AS \"rn\"\n FROM \"ranked\"\n WHERE \"cdf\" >= 0.95\n)\nSELECT\n \"nom_2\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"cdf\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY \\\"cdf\\\", \\\"measure_value\\\"\\n ) AS \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cdf\\\" >= 0.95\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_2\", \"percentile_measure\"], \"rows\": [{\"nom_2\": \"Axolotl\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Cat\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Dog\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Hamster\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Lion\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Snake\", \"percentile_measure\": 3.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 976.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b03f4dd83b4797e6a5b315c987b4b096c3ab40a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:43:21.749981+00:00", + "ended_at": "2026-05-04T08:43:41.041020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_90896e333c4838b0", + "problem_id": "v2p_c14_b4db783cc2e4c8f8", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, measure_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_90896e333c4838b0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_90896e333c4838b0", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 478, + "total_tokens": 24359, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 318, + "estimated_total_tokens": 4108, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18228.3, + "sql_execution_elapsed_ms_total": 976.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_90896e333c4838b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67ce29b0fe0e7ab5e61f91606de838101bb05579 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:40.056424+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18228.3, "started_at": "2026-05-04T08:43:21.809297+00:00", "ended_at": "2026-05-04T08:43:40.037730+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 1025, "bytes_utf8": 1025, "lines": 1, "estimated_tokens": 318}, "usage": {"input_tokens": 23881, "cached_input_tokens": 23424, "output_tokens": 478}, "stderr_preview": "2026-05-04T08:43:22.035363Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:24.438302Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.95\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Uses the planned template roles with group_col=\\\"nom_2\\\" and measure_col=\\\"ord_0\\\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile per group via CUME_DIST() and selects the first value at or above 0.95; \\\"ord_0\\\" is "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ad623ee36a4eaf7091dce9ef2cf42ec7b20640d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90896e333c4838b0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_90896e333c4838b0", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 478, + "total_tokens": 24359, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 318, + "estimated_total_tokens": 4108, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18228.3, + "sql_execution_elapsed_ms_total": 976.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_90896e333c4838b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a0624ab7e6279f61606d7de4280f3c53a088d01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1043, "bytes_utf8": 1043, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 609}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..07c42cc688ff30df99a50d5ce0df9e9551e1ddf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_90f9b92b95338a9b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 609, + "total_tokens": 24486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 305, + "estimated_total_tokens": 4091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20918.98, + "sql_execution_elapsed_ms_total": 1383.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_90f9b92b95338a9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5505894b37fba3e24ed0b78ca43182958e8dcd45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:49:22.529836+00:00", + "ended_at": "2026-05-04T08:49:43.450233+00:00", + "elapsed_ms": 20918.98, + "prompt_metrics": { + "chars": 11860, + "bytes_utf8": 11860, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1474, + "bytes_utf8": 1474, + "lines": 4, + "estimated_tokens": 476 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1043, + "bytes_utf8": 1043, + "lines": 1, + "estimated_tokens": 305 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 609 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3cb4dcf631066069746660d384274c5ec0c0bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b482f391af78f830a1e50132eb079f083fd2415f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22d-84e2-72d2-abcf-ec64b09ddaff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") AS INT)\\n + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INT) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 95th-percentile point per \\\"day\\\" by selecting the ordered value at rank CEIL(0.95 * group_size).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":609}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df921360dfff751059f34147a7ba3f1ccb73d0a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"day\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") AS INT)\n + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INT) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"day\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 95th-percentile point per \"day\" by selecting the ordered value at rank CEIL(0.95 * group_size)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2742a70c83e9ca7286643eb9a0d17998adeee0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:49:22.749836Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:49:25.192202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:49:42.771282Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0565fd697929356c7a92422e68ae97064ec603f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=ord_0. +Result preview: [{"day": "1", "percentile_measure": 3.0}, {"day": "2", "percentile_measure": 3.0}, {"day": "3", "percentile_measure": 3.0}, {"day": "4", "percentile_measure": 3.0}, {"day": "5", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f9ba926f523f023e92c6ef7eeadd04d54ae7987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_90f9b92b95338a9b +-- problem_id: v2p_c14_a39be11027203c83 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "day", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") AS INT) + + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INT) THEN 1 + ELSE 0 + END +) +SELECT + "day", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55c67d626322443c0e766960434e619e940acd77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"day\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"day\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"day\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"day\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"day\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") AS INT)\n + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INT) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"day\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"day\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"day\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"day\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"day\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"day\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") AS INT)\\n + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INT) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"day\", \"percentile_measure\"], \"rows\": [{\"day\": \"1\", \"percentile_measure\": 3.0}, {\"day\": \"2\", \"percentile_measure\": 3.0}, {\"day\": \"3\", \"percentile_measure\": 3.0}, {\"day\": \"4\", \"percentile_measure\": 3.0}, {\"day\": \"5\", \"percentile_measure\": 3.0}, {\"day\": \"6\", \"percentile_measure\": 3.0}, {\"day\": \"7\", \"percentile_measure\": 3.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1383.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..24715e999985a227f81c5e90f3278b08bd948d26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:49:22.476171+00:00", + "ended_at": "2026-05-04T08:49:44.867153+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_90f9b92b95338a9b", + "problem_id": "v2p_c14_a39be11027203c83", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=day, measure_col=ord_0.", + "bindings": { + "group_col": "day", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_90f9b92b95338a9b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_90f9b92b95338a9b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 609, + "total_tokens": 24486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 305, + "estimated_total_tokens": 4091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20918.98, + "sql_execution_elapsed_ms_total": 1383.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_90f9b92b95338a9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b793b2fe1cdd8289b4f0b1b2db97b96ef08cfebc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:49:43.468688+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20918.98, "started_at": "2026-05-04T08:49:22.529836+00:00", "ended_at": "2026-05-04T08:49:43.450233+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1043, "bytes_utf8": 1043, "lines": 1, "estimated_tokens": 305}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 609}, "stderr_preview": "2026-05-04T08:49:22.749836Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:49:25.192202Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INT) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"day\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to return the discrete 95th-percentile point per \\\"day\\\" by selecting the order"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6250b48cfc1b17419fbbb6ab6b4d3e34a46864bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_90f9b92b95338a9b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_90f9b92b95338a9b", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 609, + "total_tokens": 24486, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 305, + "estimated_total_tokens": 4091, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20918.98, + "sql_execution_elapsed_ms_total": 1383.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_90f9b92b95338a9b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01f61382feb8d35f7c2e4a8caa59df213427b130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3760}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd9c7cd6a630e5ba949f8e9d7d8254dd642ea685 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9223dfb99651fe04", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 161, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3867, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13946.48, + "sql_execution_elapsed_ms_total": 976.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9223dfb99651fe04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1fbe9a1bc689122b58a53bf6db771a9c823382cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:42.518335+00:00", + "ended_at": "2026-05-04T08:40:56.465064+00:00", + "elapsed_ms": 13946.48, + "prompt_metrics": { + "chars": 11764, + "bytes_utf8": 11764, + "lines": 396, + "estimated_tokens": 3760 + }, + "stdout_metrics": { + "chars": 756, + "bytes_utf8": 756, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59ad0ad8a51431d61c97dbad34802053330d97a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=day.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35f02c03e47ebdcd52cd1e937d9be4baea1209b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-95a9-77c0-8473-566bf14aef65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_0\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"bin_0\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"bin_0\\\" and measure_col bound to \\\"day\\\". CAST was added to ensure numeric averaging in SQLite because the schema shows \\\"day\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23851,"cached_input_tokens":22912,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d51d8283a77ae0cdcf9d23dcd74a5c7593f4a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_0\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"bin_0\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"bin_0\" and measure_col bound to \"day\". CAST was added to ensure numeric averaging in SQLite because the schema shows \"day\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60c67b3bc130ee9c5bdd6b3f70c8b6b0186d4ee2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:42.742436Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:45.253940Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:55.787750Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad4560da726fa426e87c76fbb31fae5bd97aab66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=day. +Result preview: [{"bin_0": "1", "avg_measure": 3.0218033515463647}, {"bin_0": "0", "avg_measure": 3.0057727059129165}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b8d312772d7c09c29e9fa9daa60a4d9af58fbfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_9223dfb99651fe04 +-- problem_id: v2p_c14_f79f16734d9d1105 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_0", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "bin_0") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3aba31608fc05a2032c06095aebb14ee111689b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_0\",\n AVG(CAST(\"day\" AS REAL)) OVER (PARTITION BY \"bin_0\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_0\\\",\\n AVG(CAST(\\\"day\\\" AS REAL)) OVER (PARTITION BY \\\"bin_0\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"bin_0\", \"avg_measure\"], \"rows\": [{\"bin_0\": \"1\", \"avg_measure\": 3.0218033515463647}, {\"bin_0\": \"0\", \"avg_measure\": 3.0057727059129165}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 976.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41243ed994414176de155facfff10188527a7b05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:40:42.464781+00:00", + "ended_at": "2026-05-04T08:40:57.488346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9223dfb99651fe04", + "problem_id": "v2p_c14_f79f16734d9d1105", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_0, measure_col=day.", + "bindings": { + "group_col": "bin_0", + "measure_col": "day", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9223dfb99651fe04.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9223dfb99651fe04", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 161, + "total_tokens": 24012, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3867, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13946.48, + "sql_execution_elapsed_ms_total": 976.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9223dfb99651fe04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b066be1bf35c1abde4fed494fef23c0c8abbc89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9223dfb99651fe04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:56.496892+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13946.48, "started_at": "2026-05-04T08:40:42.518335+00:00", "ended_at": "2026-05-04T08:40:56.465064+00:00", "prompt_metrics": {"chars": 11764, "bytes_utf8": 11764, "lines": 396, "estimated_tokens": 3760}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:40:42.742436Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:45.253940Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..63f7888609b92f030e285c230c8987bc5c5439de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-ce6e-77e1-8735-71c978947326"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles group_col=\\\"bin_0\\\", measure_col=\\\"id\\\", and entity_col=\\\"nom_8\\\". Kept to a single-table SQLite SELECT and quoted all identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b28e2321634a131d906805d8146e9d172a7f896 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with bound roles group_col=\"bin_0\", measure_col=\"id\", and entity_col=\"nom_8\". Kept to a single-table SQLite SELECT and quoted all identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef2339eabc4693b44740910b23d629d86f6b350d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:01.004960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:03.879833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:13.276779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b34db76c6f38f5b41d260d11801904f2f3701fcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=id. +Result preview: [{"bin_0": "0", "support": 261749, "avg_measure": 150080.8983950273, "distinct_entities": 2214}, {"bin_0": "1", "support": 38251, "avg_measure": 149442.4963007503, "distinct_entities": 2172}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9aa351555cdf076c4c2026fbd6ac7b4c3d87df6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_92a40088dfbdb55f +-- problem_id: v2p_c14_80efaef513b8095a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e89c10e82252dd38b6e2676762138d73e57ee4d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_0\",\n COUNT(*) AS support,\n AVG(\"id\") AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_0\\\",\\n COUNT(*) AS support,\\n AVG(\\\"id\\\") AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"bin_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 261749, \"avg_measure\": 150080.8983950273, \"distinct_entities\": 2214}, {\"bin_0\": \"1\", \"support\": 38251, \"avg_measure\": 149442.4963007503, \"distinct_entities\": 2172}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 423.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90edb4abce5cd4f4c327d90c8c4799031766dbaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:18:00.761354+00:00", + "ended_at": "2026-05-04T08:18:14.399590+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_92a40088dfbdb55f", + "problem_id": "v2p_c14_80efaef513b8095a", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_0, measure_col=id.", + "bindings": { + "group_col": "bin_0", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_92a40088dfbdb55f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_92a40088dfbdb55f", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 175, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 121, + "estimated_total_tokens": 3946, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13129.31, + "sql_execution_elapsed_ms_total": 423.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_92a40088dfbdb55f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6d3da20ac1264ee35532931255885c96ec01931 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92a40088dfbdb55f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:13.967481+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13129.31, "started_at": "2026-05-04T08:18:00.819351+00:00", "ended_at": "2026-05-04T08:18:13.947940+00:00", "prompt_metrics": {"chars": 11967, "bytes_utf8": 11967, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 175}, "stderr_preview": "2026-05-04T08:18:01.004960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:03.879833Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_4.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_4", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8624f8cde9c50685757779e69239c6cde59723e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-838c-7290-acf2-a50f33a6e97d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_4\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"bin_4\\\" and only the single provided table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23815,"cached_input_tokens":19840,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5979cc318983d20905f50c09b8e11a1e83c5744b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_4\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"bin_4\" and only the single provided table/column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00bb6d5c74ec1f772be78504846f4eec3fbec8d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:57.556785Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:00.055327Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:10.239696Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3891a0f032fc555a7d2b3858eb83f07d3b8f035 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_4. +Result preview: [{"bin_4": "Y", "row_count": 191633}, {"bin_4": "N", "row_count": 108367}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b7580275d03fe37957126f736c06d54d26b0d49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_92f13ab685839d61 +-- problem_id: v2p_c14_ad2613507a692741 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_4" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e001cb76ca86a968c71c176df91840d1cfc39783 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_4\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_4\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_4\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_4\", \"row_count\"], \"rows\": [{\"bin_4\": \"Y\", \"row_count\": 191633}, {\"bin_4\": \"N\", \"row_count\": 108367}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 232.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f90050d522da9ea5ec7fa0410574195ce3cbd36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:08:57.277050+00:00", + "ended_at": "2026-05-04T08:09:11.665185+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_92f13ab685839d61", + "problem_id": "v2p_c14_ad2613507a692741", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_4.", + "bindings": { + "group_col": "bin_4", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_92f13ab685839d61.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_92f13ab685839d61", + "api_calls": 0, + "input_tokens": 23815, + "cached_input_tokens": 19840, + "output_tokens": 93, + "total_tokens": 23908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3724, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14056.51, + "sql_execution_elapsed_ms_total": 232.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_92f13ab685839d61\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83b51244d5a01d244684601d28a70a0406ae7d16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_92f13ab685839d61/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:11.424699+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14056.51, "started_at": "2026-05-04T08:08:57.336407+00:00", "ended_at": "2026-05-04T08:09:11.395725+00:00", "prompt_metrics": {"chars": 11603, "bytes_utf8": 11603, "lines": 394, "estimated_tokens": 3724}, "response_metrics": {"chars": 293, "bytes_utf8": 293, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23815, "cached_input_tokens": 19840, "output_tokens": 93}, "stderr_preview": "2026-05-04T08:08:57.556785Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:00.055327Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..753f7ee578b31d51d1697ba2c59ea0bb2c99e576 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-1ba1-7f00-b185-c90af3a43d0b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template using group_col=\\\"nom_3\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29698af9a53604ef2e4f5a54c180d47d38da0b06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Filled the provided Tail Target-Rate Extremes template using group_col=\"nom_3\", target_col=\"target\", target_value='0', min_support=4, and top_k=16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cda76bb65b1ee6bcef1aa6be03d9a0195bbff11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:17.949744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:20.474367Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:29.246081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fa109b3ba311b27900588bfdc265f80c1248c9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, target_col=target. +Result preview: [{"nom_3": "Finland", "support": 36942, "focus_rate": 0.7571869416923827}, {"nom_3": "Russia", "support": 101123, "focus_rate": 0.7100461813830682}, {"nom_3": "China", "support": 46044, "focus_rate": 0.6882764312396837}, {"nom_3": "Costa Rica", "support": 35988, "focus_rate": 0.6853117705901968}, {"nom_3": "Canada", "support": 49951, "focus_rate": 0.6602070028628055}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78f5171c484e39711a736889a602a69a456ae025 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_930a0ebf29bc5637 +-- problem_id: v2p_c14_4045df6b133469ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72ea451c587824f7a9dfd03b30c407aea3de3ca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"nom_3\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_3\": \"Finland\", \"support\": 36942, \"focus_rate\": 0.7571869416923827}, {\"nom_3\": \"Russia\", \"support\": 101123, \"focus_rate\": 0.7100461813830682}, {\"nom_3\": \"China\", \"support\": 46044, \"focus_rate\": 0.6882764312396837}, {\"nom_3\": \"Costa Rica\", \"support\": 35988, \"focus_rate\": 0.6853117705901968}, {\"nom_3\": \"Canada\", \"support\": 49951, \"focus_rate\": 0.6602070028628055}, {\"nom_3\": \"India\", \"support\": 29952, \"focus_rate\": 0.6386885683760684}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 289.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2fdadb05d3f2960f4ff638d0b47c069b179d7b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:53:17.663462+00:00", + "ended_at": "2026-05-04T08:53:30.578299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_930a0ebf29bc5637", + "problem_id": "v2p_c14_4045df6b133469ea", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_3, target_col=target.", + "bindings": { + "group_col": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_930a0ebf29bc5637.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_930a0ebf29bc5637", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 186, + "total_tokens": 24139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12538.72, + "sql_execution_elapsed_ms_total": 289.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_930a0ebf29bc5637\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70db2321e41869e839437407f8380c6bfdc22921 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:30.279317+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12538.72, "started_at": "2026-05-04T08:53:17.721244+00:00", "ended_at": "2026-05-04T08:53:30.259541+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 186}, "stderr_preview": "2026-05-04T08:53:17.949744Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:20.474367Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template using group_col=\\\"nom_3\\\", target_col=\\\"target\\\", target_value='0', min_support=4, and top_k=16.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ad85deefa9a824b59de1ecbc6d045836e39be5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_930a0ebf29bc5637/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_930a0ebf29bc5637", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 186, + "total_tokens": 24139, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3999, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12538.72, + "sql_execution_elapsed_ms_total": 289.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_930a0ebf29bc5637\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d80988666fce9499250a7d864c6ee8e44558fa33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 208236, "support_share": 0.69412, "cumulative_support": 208236}, {"value_label": "1", "support": 91764, "support_share": 0.30588, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bae83c429291146b741ee67a910c29020c0788d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_94f9a4d5c583e5fd +-- problem_id: v2p_c14_891f7ea20074645d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a466d8855681101a258060c31b5448bc938351c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_94f9a4d5c583e5fd\n-- problem_id: v2p_c14_891f7ea20074645d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"target\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"target\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_94f9a4d5c583e5fd\\n-- problem_id: v2p_c14_891f7ea20074645d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"target\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"target\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 208236, \"support_share\": 0.69412, \"cumulative_support\": 208236}, {\"value_label\": \"1\", \"support\": 91764, \"support_share\": 0.30588, \"cumulative_support\": 300000}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 216.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..446edaf3c212beea1e75d961f689d5fc4dc858f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:11.931530+00:00", + "ended_at": "2026-05-04T09:00:12.155481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_94f9a4d5c583e5fd", + "problem_id": "v2p_c14_891f7ea20074645d", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=target.", + "bindings": { + "group_col": "target" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_94f9a4d5c583e5fd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_94f9a4d5c583e5fd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3feda284682bf0d5a443fcf45eae02f958badadb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Trapezoid", "support": 101181, "support_share": 0.33727, "cumulative_support": 101181}, {"value_label": "Square", "support": 49597, "support_share": 0.16532333333333332, "cumulative_support": 150778}, {"value_label": "Star", "support": 45904, "support_share": 0.15301333333333333, "cumulative_support": 196682}, {"value_label": "Circle", "support": 37320, "support_share": 0.1244, "cumulative_support": 234002}, {"value_label": "Polygon", "support": 36143, "support_share": 0.12047666666666666, "cumulative_support": 270145}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a9e61b2dc2a392e91c9e36ad3624d34ff20dd2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_9522e5d6267a6f7f +-- problem_id: v2p_c14_cc1107b07e34d673 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1c1477e04310894d7ff4e5126acfcb798b46e3b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_9522e5d6267a6f7f\n-- problem_id: v2p_c14_cc1107b07e34d673\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_1\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_1\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_9522e5d6267a6f7f\\n-- problem_id: v2p_c14_cc1107b07e34d673\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_1\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_1\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Trapezoid\", \"support\": 101181, \"support_share\": 0.33727, \"cumulative_support\": 101181}, {\"value_label\": \"Square\", \"support\": 49597, \"support_share\": 0.16532333333333332, \"cumulative_support\": 150778}, {\"value_label\": \"Star\", \"support\": 45904, \"support_share\": 0.15301333333333333, \"cumulative_support\": 196682}, {\"value_label\": \"Circle\", \"support\": 37320, \"support_share\": 0.1244, \"cumulative_support\": 234002}, {\"value_label\": \"Polygon\", \"support\": 36143, \"support_share\": 0.12047666666666666, \"cumulative_support\": 270145}, {\"value_label\": \"Triangle\", \"support\": 29855, \"support_share\": 0.09951666666666667, \"cumulative_support\": 300000}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 239.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30bafae4f99235833c9f310c8dc2ded4f0edf14d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:09.265832+00:00", + "ended_at": "2026-05-04T09:00:09.509792+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9522e5d6267a6f7f", + "problem_id": "v2p_c14_cc1107b07e34d673", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9522e5d6267a6f7f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9522e5d6267a6f7f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1b745bc0ffd50f00a0e5b92f96977cc1f38a1f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11925, "bytes_utf8": 11925, "lines": 399, "estimated_tokens": 3814}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25339f8be75feadae4d048369490a7ebad82f40e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_956b56296846f87a", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 123, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10773.29, + "sql_execution_elapsed_ms_total": 285.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_956b56296846f87a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21329ad0a480507fe15e196cdbf462a621d2b408 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:36.852734+00:00", + "ended_at": "2026-05-04T08:28:47.626135+00:00", + "elapsed_ms": 10773.29, + "prompt_metrics": { + "chars": 11925, + "bytes_utf8": 11925, + "lines": 399, + "estimated_tokens": 3814 + }, + "stdout_metrics": { + "chars": 714, + "bytes_utf8": 714, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df01836b555e72fea11ec62cdabd31b2550876e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_4, condition_col=bin_3.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_4", + "condition_col": "bin_3", + "condition_value": "T", + "positive_value": "F", + "negative_value": "T", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1126773378d6a6377e1e1b6b85201df4e6b2e7c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-82fa-7423-95fe-ebc30c9878e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"bin_3\\\" = 'T' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_4\\\", condition_col=\\\"bin_3\\\", and condition_value='T'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":22912,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e86e0c1a3ae710fc6777d82ad48d012c8139e166 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"bin_3\" = 'T' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_4\", condition_col=\"bin_3\", and condition_value='T'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aebeee41c5012965996ac2b370436f79ffcb6a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:37.059289Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:39.568600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:46.767838Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..160814ebcfbbfb90f85de57380e1a7b2e6f0364b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_4, condition_col=bin_3. +Result preview: [{"nom_4": "Theremin", "condition_rate": 0.5139563771875343}, {"nom_4": "Bassoon", "condition_rate": 0.5130171809256662}, {"nom_4": "Piano", "condition_rate": 0.5108203083403339}, {"nom_4": "Oboe", "condition_rate": 0.5104612484153728}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c24fdc75f8d83deccdc5c1afa5917d0d6814c21c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_956b56296846f87a +-- problem_id: v2p_c14_13b509ca3e37954d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "bin_3" = 'T' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62f2e9729ecf52ff01fe413f8b8126cc33bac034 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"bin_3\" = 'T' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"bin_3\\\" = 'T' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_4\", \"condition_rate\"], \"rows\": [{\"nom_4\": \"Theremin\", \"condition_rate\": 0.5139563771875343}, {\"nom_4\": \"Bassoon\", \"condition_rate\": 0.5130171809256662}, {\"nom_4\": \"Piano\", \"condition_rate\": 0.5108203083403339}, {\"nom_4\": \"Oboe\", \"condition_rate\": 0.5104612484153728}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 285.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd7acb73b9ebe90d3e75eccaa991223440f5ec59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:28:36.782566+00:00", + "ended_at": "2026-05-04T08:28:47.942771+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_956b56296846f87a", + "problem_id": "v2p_c14_13b509ca3e37954d", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_4, condition_col=bin_3.", + "bindings": { + "group_col": "nom_4", + "condition_col": "bin_3", + "condition_value": "T", + "positive_value": "F", + "negative_value": "T", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_956b56296846f87a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_956b56296846f87a", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 123, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10773.29, + "sql_execution_elapsed_ms_total": 285.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_956b56296846f87a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b13680de34417dd5c906d6bed2c55bf36540650b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_956b56296846f87a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:47.648969+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10773.29, "started_at": "2026-05-04T08:28:36.852734+00:00", "ended_at": "2026-05-04T08:28:47.626135+00:00", "prompt_metrics": {"chars": 11925, "bytes_utf8": 11925, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:28:37.059289Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:39.568600Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_1, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da161b056611f19a85703eb10c9c2c479a82142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-1c01-7071-8bb6-28e93ef59e95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_1\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"bin_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with bound roles group_col=\\\"bin_1\\\", item_col=\\\"nom_6\\\", and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL for SQLite aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23962,"cached_input_tokens":22912,"output_tokens":311}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b71cc413ea335fa1703b8d9b8cfd5c162cb9f3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_1\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"bin_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_6\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with bound roles group_col=\"bin_1\", item_col=\"nom_6\", and measure_col=\"ord_0\". Cast \"ord_0\" to REAL for SQLite aggregation because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e00e1898096b67595440fb2fc01410b5883bc08d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:27.293485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:29.677618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:42.969127Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbaff03c684320289c65fc03376b2d95e2d7ac93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_1, measure_col=ord_0. +Result preview: [{"bin_1": "1", "nom_6": "20636817e", "total_measure": 496.0, "share_within_group": 0.4355347154535795}, {"bin_1": "1", "nom_6": "3e44d44eb", "total_measure": 475.0, "share_within_group": 0.417094737581553}, {"bin_1": "0", "nom_6": "d173ac7ca", "total_measure": 1357.0, "share_within_group": 0.4112283211156803}, {"bin_1": "1", "nom_6": "705cb7579", "total_measure": 466.0, "share_within_group": 0.40919188992211303}, {"bin_1": "1", "nom_6": "3ac1b8814", "total_measure": 465.0, "share_within_group": 0.40831379573773086}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7e2402078a0e2711199e8bec6a4e445e17a5ed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_974bb8f8a4536369 +-- problem_id: v2p_c14_2b7e76a731f559e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_6", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "bin_1") AS share_within_group +FROM "c14" +GROUP BY "bin_1", "nom_6" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..361754cc9349cc888d91df79e6567a05abe54a1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_1\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"bin_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_6\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_1\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"bin_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"bin_1\", \"nom_6\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_1\": \"1\", \"nom_6\": \"20636817e\", \"total_measure\": 496.0, \"share_within_group\": 0.4355347154535795}, {\"bin_1\": \"1\", \"nom_6\": \"3e44d44eb\", \"total_measure\": 475.0, \"share_within_group\": 0.417094737581553}, {\"bin_1\": \"0\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 1357.0, \"share_within_group\": 0.4112283211156803}, {\"bin_1\": \"1\", \"nom_6\": \"705cb7579\", \"total_measure\": 466.0, \"share_within_group\": 0.40919188992211303}, {\"bin_1\": \"1\", \"nom_6\": \"3ac1b8814\", \"total_measure\": 465.0, \"share_within_group\": 0.40831379573773086}, {\"bin_1\": \"1\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 465.0, \"share_within_group\": 0.40831379573773086}, {\"bin_1\": \"1\", \"nom_6\": \"718fd9453\", \"total_measure\": 464.0, \"share_within_group\": 0.40743570155334863}, {\"bin_1\": \"1\", \"nom_6\": \"a406a5f12\", \"total_measure\": 464.0, \"share_within_group\": 0.40743570155334863}, {\"bin_1\": \"0\", \"nom_6\": \"2ed5a94b0\", \"total_measure\": 1342.0, \"share_within_group\": 0.4066826874998106}, {\"bin_1\": \"1\", \"nom_6\": \"bc82e0ba0\", \"total_measure\": 462.0, \"share_within_group\": 0.4056795131845842}, {\"bin_1\": \"1\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 461.0, \"share_within_group\": 0.40480141900020195}, {\"bin_1\": \"1\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 460.0, \"share_within_group\": 0.4039233248158197}, {\"bin_1\": \"1\", \"nom_6\": \"0922e3cb8\", \"total_measure\": 459.0, \"share_within_group\": 0.40304523063143755}, {\"bin_1\": \"1\", \"nom_6\": \"d213f48ed\", \"total_measure\": 456.0, \"share_within_group\": 0.40041094807829086}, {\"bin_1\": \"0\", \"nom_6\": \"d4d727716\", \"total_measure\": 1313.0, \"share_within_group\": 0.39789446250912913}, {\"bin_1\": \"0\", \"nom_6\": \"71c68195d\", \"total_measure\": 1311.0, \"share_within_group\": 0.39728837802701317}, {\"bin_1\": \"1\", \"nom_6\": \"788ba7aea\", \"total_measure\": 452.0, \"share_within_group\": 0.396898571340762}, {\"bin_1\": \"1\", \"nom_6\": \"bc31d6a6d\", \"total_measure\": 452.0, \"share_within_group\": 0.396898571340762}, {\"bin_1\": \"0\", \"nom_6\": \"c9eedfbc2\", \"total_measure\": 1309.0, \"share_within_group\": 0.3966822935448972}, {\"bin_1\": \"0\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 1306.0, \"share_within_group\": 0.39577316682172325}, {\"bin_1\": \"1\", \"nom_6\": \"9448b8e3b\", \"total_measure\": 445.0, \"share_within_group\": 0.39075191205008647}, {\"bin_1\": \"0\", \"nom_6\": \"3b9693870\", \"total_measure\": 1276.0, \"share_within_group\": 0.38668189958998384}, {\"bin_1\": \"1\", \"nom_6\": \"a20513779\", \"total_measure\": 440.0, \"share_within_group\": 0.3863614411281754}, {\"bin_1\": \"1\", \"nom_6\": \"b238965eb\", \"total_measure\": 440.0, \"share_within_group\": 0.3863614411281754}, {\"bin_1\": \"0\", \"nom_6\": \"f497b97d7\", \"total_measure\": 1272.0, \"share_within_group\": 0.3854697306257519}, {\"bin_1\": \"0\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 1269.0, \"share_within_group\": 0.38456060390257796}, {\"bin_1\": \"1\", \"nom_6\": \"40ac3fcd5\", \"total_measure\": 436.0, \"share_within_group\": 0.38284906439064653}, {\"bin_1\": \"1\", \"nom_6\": \"6046454de\", \"total_measure\": 436.0, \"share_within_group\": 0.38284906439064653}, {\"bin_1\": \"1\", \"nom_6\": \"cd94f29d1\", \"total_measure\": 436.0, \"share_within_group\": 0.38284906439064653}, {\"bin_1\": \"0\", \"nom_6\": \"642fcc7be\", \"total_measure\": 1262.0, \"share_within_group\": 0.38243930821517214}, {\"bin_1\": \"0\", \"nom_6\": \"4f849ad2d\", \"total_measure\": 1261.0, \"share_within_group\": 0.38213626597411415}, {\"bin_1\": \"0\", \"nom_6\": \"0922e3cb8\", \"total_measure\": 1254.0, \"share_within_group\": 0.3800149702867083}, {\"bin_1\": \"0\", \"nom_6\": \"cd8e3a0a7\", \"total_measure\": 1254.0, \"share_within_group\": 0.3800149702867083}, {\"bin_1\": \"1\", \"nom_6\": \"017eb57f0\", \"total_measure\": 432.0, \"share_within_group\": 0.3793366876531177}, {\"bin_1\": \"0\", \"nom_6\": \"bc31d6a6d\", \"total_measure\": 1246.0, \"share_within_group\": 0.3775906323582444}, {\"bin_1\": \"1\", \"nom_6\": \"50e49ea04\", \"total_measure\": 430.0, \"share_within_group\": 0.3775804992843532}, {\"bin_1\": \"1\", \"nom_6\": \"508ff88dc\", \"total_measure\": 429.0, \"share_within_group\": 0.37670240509997105}, {\"bin_1\": \"1\", \"nom_6\": \"b8caba53f\", \"total_measure\": 429.0, \"share_within_group\": 0.37670240509997105}, {\"bin_1\": \"0\", \"nom_6\": \"f14fe8bc5\", \"total_measure\": 1238.0, \"share_within_group\": 0.37516629442978056}, {\"bin_1\": \"1\", \"nom_6\": \"4f849ad2d\", \"total_measure\": 427.0, \"share_within_group\": 0.3749462167312066}, {\"bin_1\": \"0\", \"nom_6\": \"9448b8e3b\", \"total_measure\": 1237.0, \"share_within_group\": 0.3748632521887226}, {\"bin_1\": \"0\", \"nom_6\": \"50e49ea04\", \"total_measure\": 1236.0, \"share_within_group\": 0.3745602099476646}, {\"bin_1\": \"0\", \"nom_6\": \"705cb7579\", \"total_measure\": 1236.0, \"share_within_group\": 0.3745602099476646}, {\"bin_1\": \"1\", \"nom_6\": \"6d7f8c086\", \"total_measure\": 426.0, \"share_within_group\": 0.37406812254682437}, {\"bin_1\": \"0\", \"nom_6\": \"cefab1020\", \"total_measure\": 1232.0, \"share_within_group\": 0.37334804098343266}, {\"bin_1\": \"0\", \"nom_6\": \"f134870d4\", \"total_measure\": 1230.0, \"share_within_group\": 0.3727419565013167}, {\"bin_1\": \"0\", \"nom_6\": \"c0f1061ee\", \"total_measure\": 1228.0, \"share_within_group\": 0.37213587201920073}, {\"bin_1\": \"0\", \"nom_6\": \"e16557b2b\", \"total_measure\": 1227.0, \"share_within_group\": 0.37183282977814275}, {\"bin_1\": \"1\", \"nom_6\": \"395941181\", \"total_measure\": 423.0, \"share_within_group\": 0.37143383999367774}, {\"bin_1\": \"1\", \"nom_6\": \"e7073f6a2\", \"total_measure\": 422.0, \"share_within_group\": 0.3705557458092955}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 547.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e8b351de53df7726ca18415da731950bfac1cd1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:31:26.990352+00:00", + "ended_at": "2026-05-04T08:31:44.410810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_974bb8f8a4536369", + "problem_id": "v2p_c14_2b7e76a731f559e9", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_1, measure_col=ord_0.", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_974bb8f8a4536369.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_974bb8f8a4536369", + "api_calls": 0, + "input_tokens": 23962, + "cached_input_tokens": 22912, + "output_tokens": 311, + "total_tokens": 24273, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3871, + "estimated_output_tokens": 172, + "estimated_total_tokens": 4043, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16788.47, + "sql_execution_elapsed_ms_total": 547.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_974bb8f8a4536369\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03d9fe6d4936e54315934495fed996c44404b38b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_974bb8f8a4536369/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:43.854165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16788.47, "started_at": "2026-05-04T08:31:27.046324+00:00", "ended_at": "2026-05-04T08:31:43.834451+00:00", "prompt_metrics": {"chars": 12084, "bytes_utf8": 12084, "lines": 398, "estimated_tokens": 3871}, "response_metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 23962, "cached_input_tokens": 22912, "output_tokens": 311}, "stderr_preview": "2026-05-04T08:31:27.293485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:29.677618Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bin_2", + "predicate_col": "ord_4", + "predicate_op": "=", + "predicate_value": "L", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..062f61ed4f7d384e542bc53f410c8bba25aedabb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-4392-7133-b37a-52482eb4c546"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_4\\\" = 'L'\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"bin_2\\\" and predicate \\\"ord_4\\\" = 'L' on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":23424,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6f0ed7cc2eb06eabc4326b18f24cec66abe1ec3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_4\" = 'L'\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the planned Filtered Top-k Group Count template with group_col bound to \"bin_2\" and predicate \"ord_4\" = 'L' on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..625a79a4720792786221b742dabd5bc0d2822573 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:03.654566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:06.061648Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:16.070444Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5103e250b35b9e142c71dd536ceae131ad42d6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_2. +Result preview: [{"bin_2": "0", "support": 11774}, {"bin_2": "1", "support": 7292}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1831b11c3051cf630cf053c3ec5a170273b6fb5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_97c3b5f433a982ec +-- problem_id: v2p_c14_5ac5dfd8b20293f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(*) AS support +FROM "c14" +WHERE "ord_4" = 'L' +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e2c11b830605ba3382bb7fd076bc4fe1b419094 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_4\" = 'L'\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_4\\\" = 'L'\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"bin_2\", \"support\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 11774}, {\"bin_2\": \"1\", \"support\": 7292}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 117.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4c5024afadb1636f8f88e816613e07cf803d8ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:13:03.057324+00:00", + "ended_at": "2026-05-04T08:13:17.477391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_97c3b5f433a982ec", + "problem_id": "v2p_c14_5ac5dfd8b20293f3", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "predicate_col": "ord_4", + "predicate_op": "=", + "predicate_value": "L", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_97c3b5f433a982ec.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_97c3b5f433a982ec", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 23424, + "output_tokens": 121, + "total_tokens": 24008, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14217.3, + "sql_execution_elapsed_ms_total": 117.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_97c3b5f433a982ec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a6e838bfd396d0c480754b7d1fc194f2f8305be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_97c3b5f433a982ec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:17.352131+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14217.3, "started_at": "2026-05-04T08:13:03.115658+00:00", "ended_at": "2026-05-04T08:13:17.333514+00:00", "prompt_metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23887, "cached_input_tokens": 23424, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:13:03.654566Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:06.061648Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "nom_1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f4cb3cb1cb01c4ff938b5efbbeab943944a01be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-eb46-7091-a289-16935ba7a5c5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"nom_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"nom_1\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":19840,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9512a7dc73b1d884b86d787180bcfddee81765 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"nom_1\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"nom_1\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b24ca65d0f0ff34162b6de9212c5ab1af1db84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:24.135010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:26.489867Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:34.604955Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5677333fdae21d77ca405e20c316c375c16ba1f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_1. +Result preview: [{"nom_1": "Trapezoid", "row_count": 101181}, {"nom_1": "Square", "row_count": 49597}, {"nom_1": "Star", "row_count": 45904}, {"nom_1": "Circle", "row_count": 37320}, {"nom_1": "Polygon", "row_count": 36143}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d46890e81ea4ab3e8587402f088b7f6c30667858 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_98e11a678c953cc9 +-- problem_id: v2p_c14_9ba797fab43c11b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(*) AS row_count +FROM "c14" +GROUP BY "nom_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28d4ddb0a2a447a397602ed80c050cfb0f5ff4de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"nom_1\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"nom_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"nom_1\", \"row_count\"], \"rows\": [{\"nom_1\": \"Trapezoid\", \"row_count\": 101181}, {\"nom_1\": \"Square\", \"row_count\": 49597}, {\"nom_1\": \"Star\", \"row_count\": 45904}, {\"nom_1\": \"Circle\", \"row_count\": 37320}, {\"nom_1\": \"Polygon\", \"row_count\": 36143}, {\"nom_1\": \"Triangle\", \"row_count\": 29855}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 241.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..acea4c80b443431bb977a0a8e72a9e1b7c825a32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:09:23.815311+00:00", + "ended_at": "2026-05-04T08:09:35.932449+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_98e11a678c953cc9", + "problem_id": "v2p_c14_9ba797fab43c11b8", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_1.", + "bindings": { + "group_col": "nom_1", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_98e11a678c953cc9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_98e11a678c953cc9", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11774.85, + "sql_execution_elapsed_ms_total": 241.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_98e11a678c953cc9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ff738fe86fed7f7c86f3ca96a381c9950f73a33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_98e11a678c953cc9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:35.666815+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11774.85, "started_at": "2026-05-04T08:09:23.869978+00:00", "ended_at": "2026-05-04T08:09:35.647775+00:00", "prompt_metrics": {"chars": 11598, "bytes_utf8": 11598, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 93}, "stderr_preview": "2026-05-04T08:09:24.135010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:26.489867Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_1, measure_col=month.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60b4e67804a5dc9eda7ab9022bfae2df3198828f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df234-a29e-7d10-8105-fb5dadaf7031"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_1\\\", SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS REAL)) > 8.64\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_1\\\" and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":23424,"output_tokens":220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..832c3226d93460f56a4e2e7e235140ece1510155 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_1\", SUM(CAST(\"month\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING SUM(CAST(\"month\" AS REAL)) > 8.64\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"bin_1\" and measure_col=\"month\". Cast \"month\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..742a7f6a3a4957af732116ae75533e863f66e959 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:57:09.090020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:57:11.523315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:57:20.978498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a89fc9d5c77631a90c5550df3619cf228da8b060 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_1, measure_col=month. +Result preview: [{"bin_1": "0", "total_measure": 1287724.0}, {"bin_1": "1", "total_measure": 443610.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd0956889b2763caa6541350d83b956470f13bc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_9bc8fb6ce811462a +-- problem_id: v2p_c14_104591ca137359a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", SUM(CAST("month" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_1" +HAVING SUM(CAST("month" AS REAL)) > 8.64 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5b2df528124217741a0b480d534d69d408d629e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"bin_1\", SUM(CAST(\"month\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING SUM(CAST(\"month\" AS REAL)) > 8.64\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"bin_1\\\", SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS REAL)) > 8.64\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"bin_1\", \"total_measure\"], \"rows\": [{\"bin_1\": \"0\", \"total_measure\": 1287724.0}, {\"bin_1\": \"1\", \"total_measure\": 443610.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 227.96}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b5370fbdf29c38d4c3fa17a93863ef2bddf83b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:57:08.841291+00:00", + "ended_at": "2026-05-04T08:57:21.901423+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9bc8fb6ce811462a", + "problem_id": "v2p_c14_104591ca137359a1", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=bin_1, measure_col=month.", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9bc8fb6ce811462a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9bc8fb6ce811462a", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 220, + "total_tokens": 24101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12750.13, + "sql_execution_elapsed_ms_total": 227.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9bc8fb6ce811462a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5763f0d0f4daaa4fc86f4fdf571d0854b0e5962e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:57:21.664559+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12750.13, "started_at": "2026-05-04T08:57:08.892417+00:00", "ended_at": "2026-05-04T08:57:21.642579+00:00", "prompt_metrics": {"chars": 11852, "bytes_utf8": 11852, "lines": 396, "estimated_tokens": 3792}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 23881, "cached_input_tokens": 23424, "output_tokens": 220}, "stderr_preview": "2026-05-04T08:57:09.090020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:57:11.523315Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.64\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"bin_1\\\" and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ef92e310e4703ebd243771302cc40b267ad0b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bc8fb6ce811462a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9bc8fb6ce811462a", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 220, + "total_tokens": 24101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 122, + "estimated_total_tokens": 3914, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12750.13, + "sql_execution_elapsed_ms_total": 227.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9bc8fb6ce811462a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..280d83aa55b8aab7a84781bbbca278bf5c52174d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 932, "bytes_utf8": 932, "lines": 1, "estimated_tokens": 289}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 753}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3727562f79df492197671ac58f6b3bb6bad711b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9bcb6e23f81f7d28", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 753, + "total_tokens": 24630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 289, + "estimated_total_tokens": 4075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22989.58, + "sql_execution_elapsed_ms_total": 1209.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9bcb6e23f81f7d28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f31f86873380fc53e7e20d77b07d25a2892e06d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:47:55.573132+00:00", + "ended_at": "2026-05-04T08:48:18.563196+00:00", + "elapsed_ms": 22989.58, + "prompt_metrics": { + "chars": 11864, + "bytes_utf8": 11864, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1356, + "bytes_utf8": 1356, + "lines": 4, + "estimated_tokens": 455 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 932, + "bytes_utf8": 932, + "lines": 1, + "estimated_tokens": 289 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 753 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be6ea061103fd81fd168c065a4730e811118863a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..deae1529e391f996754b1219041f63a03dbd07a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22c-316b-7523-9678-ebe6c7a4ac99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS INTEGER) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_3\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per ord_3 group over month cast to INTEGER, with a minimum group size of 5.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":23424,"output_tokens":753}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e4768a320d478a6d3366256edfc045623ff5df3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS INTEGER) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"ord_3\",\n \"month_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n AND \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"ord_3\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC, \"ord_3\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per ord_3 group over month cast to INTEGER, with a minimum group size of 5."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7870ea7a393a2bc95af55090791e8c0d3883101f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:47:55.834970Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:47:58.227568Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:48:17.620783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc77208621ba9c7a41e63aace6012bc184f8e315 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, measure_col=month. +Result preview: [{"ord_3": "a", "percentile_measure": 12}, {"ord_3": "b", "percentile_measure": 12}, {"ord_3": "c", "percentile_measure": 12}, {"ord_3": "d", "percentile_measure": 12}, {"ord_3": "e", "percentile_measure": 12}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..980e6475cfeba4dc159bd2ec640795d974b1a584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_9bcb6e23f81f7d28 +-- problem_id: v2p_c14_c3f592f462ce09f4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS INTEGER) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "ord_3" IS NOT NULL + AND "month" IS NOT NULL +), +"percentiles" AS ( + SELECT + "ord_3", + "month_value" AS "percentile_measure" + FROM "ranked" + WHERE "cnt" >= 5 + AND "rn" = CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "ord_3", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, "ord_3" ASC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0ac0b56cd76dac12502c055323f6fbd6550f74e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_3\",\n CAST(\"month\" AS INTEGER) AS \"month_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_3\"\n ORDER BY CAST(\"month\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_3\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"ord_3\",\n \"month_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n AND \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"ord_3\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC, \"ord_3\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n CAST(\\\"month\\\" AS INTEGER) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ORDER BY CAST(\\\"month\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_3\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"ord_3\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_3\\\" ASC;\", \"columns\": [\"ord_3\", \"percentile_measure\"], \"rows\": [{\"ord_3\": \"a\", \"percentile_measure\": 12}, {\"ord_3\": \"b\", \"percentile_measure\": 12}, {\"ord_3\": \"c\", \"percentile_measure\": 12}, {\"ord_3\": \"d\", \"percentile_measure\": 12}, {\"ord_3\": \"e\", \"percentile_measure\": 12}, {\"ord_3\": \"f\", \"percentile_measure\": 12}, {\"ord_3\": \"g\", \"percentile_measure\": 12}, {\"ord_3\": \"h\", \"percentile_measure\": 12}, {\"ord_3\": \"i\", \"percentile_measure\": 12}, {\"ord_3\": \"j\", \"percentile_measure\": 12}, {\"ord_3\": \"k\", \"percentile_measure\": 12}, {\"ord_3\": \"l\", \"percentile_measure\": 12}, {\"ord_3\": \"m\", \"percentile_measure\": 12}, {\"ord_3\": \"n\", \"percentile_measure\": 12}, {\"ord_3\": \"o\", \"percentile_measure\": 12}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1209.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c3d45b4f4cdd323a0c4e7979796542eb5e1a51e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:47:55.517967+00:00", + "ended_at": "2026-05-04T08:48:19.800922+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9bcb6e23f81f7d28", + "problem_id": "v2p_c14_c3f592f462ce09f4", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_3, measure_col=month.", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9bcb6e23f81f7d28.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9bcb6e23f81f7d28", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 753, + "total_tokens": 24630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 289, + "estimated_total_tokens": 4075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22989.58, + "sql_execution_elapsed_ms_total": 1209.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9bcb6e23f81f7d28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea999819377ee39fce1cd17b12ae04c3e74ea13c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:48:18.582276+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22989.58, "started_at": "2026-05-04T08:47:55.573132+00:00", "ended_at": "2026-05-04T08:48:18.563196+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 932, "bytes_utf8": 932, "lines": 1, "estimated_tokens": 289}, "usage": {"input_tokens": 23877, "cached_input_tokens": 23424, "output_tokens": 753}, "stderr_preview": "2026-05-04T08:47:55.834970Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:47:58.227568Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"ord_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_3\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per ord_3 group over month cast to INTEGER, with a minimum group size of 5.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05d406506aafed05817c2cb8d6e44346c4130995 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9bcb6e23f81f7d28/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9bcb6e23f81f7d28", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 23424, + "output_tokens": 753, + "total_tokens": 24630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 289, + "estimated_total_tokens": 4075, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22989.58, + "sql_execution_elapsed_ms_total": 1209.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9bcb6e23f81f7d28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57cd2c902cd3dee0dcaeeb96f32895f9117f5b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 399, "estimated_tokens": 3853}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fca3c8f32e7311e0f78e602cf5bb84289e67f927 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9caa9a44b5dcdb5a", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 153, + "total_tokens": 24097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3988, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12847.89, + "sql_execution_elapsed_ms_total": 514.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9caa9a44b5dcdb5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4306ca7d3055e3575d36b6e5c5aa713e9531515a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:43.388195+00:00", + "ended_at": "2026-05-04T08:24:56.236134+00:00", + "elapsed_ms": 12847.89, + "prompt_metrics": { + "chars": 11987, + "bytes_utf8": 11987, + "lines": 399, + "estimated_tokens": 3853 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 458, + "bytes_utf8": 458, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70df04a49dfa022c7a9fe25b9dab432a3b0d102 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04010e2feaa70a38f02c538883e7e8eed5845f74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-f32b-7923-bb79-8189cf85e4bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_3, and target_col=target, computing the rate of target='0' per group pair in SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab25a9cfdf42cde81e47534bf03f32450509322c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_3\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_3, and target_col=target, computing the rate of target='0' per group pair in SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3aede4dccf7ffa87e3b06233d4b3e0369a7abf82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:43.619239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:45.964793Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:55.425103Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bbaaa4d27535013d6a0dac703bb82a3f23aa12c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_3, target_col=target. +Result preview: [{"bin_3": "T", "nom_3": "Finland", "target_rate": 0.7575644972927063}, {"bin_3": "F", "nom_3": "Finland", "target_rate": 0.7567940786566505}, {"bin_3": "T", "nom_3": "Russia", "target_rate": 0.7156412788783671}, {"bin_3": "F", "nom_3": "Russia", "target_rate": 0.7042074205803897}, {"bin_3": "T", "nom_3": "Costa Rica", "target_rate": 0.6921707224950089}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd228175630abe63cb4c54e707aac125079146fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_9caa9a44b5dcdb5a +-- problem_id: v2p_c14_ec1581d356259c47 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53d6ef716f6c6ba187661b943cc4e5ae8d391ba5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_3\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"nom_3\": \"Finland\", \"target_rate\": 0.7575644972927063}, {\"bin_3\": \"F\", \"nom_3\": \"Finland\", \"target_rate\": 0.7567940786566505}, {\"bin_3\": \"T\", \"nom_3\": \"Russia\", \"target_rate\": 0.7156412788783671}, {\"bin_3\": \"F\", \"nom_3\": \"Russia\", \"target_rate\": 0.7042074205803897}, {\"bin_3\": \"T\", \"nom_3\": \"Costa Rica\", \"target_rate\": 0.6921707224950089}, {\"bin_3\": \"T\", \"nom_3\": \"China\", \"target_rate\": 0.6899787685774947}, {\"bin_3\": \"F\", \"nom_3\": \"China\", \"target_rate\": 0.686494176224771}, {\"bin_3\": \"F\", \"nom_3\": \"Costa Rica\", \"target_rate\": 0.6780292179891149}, {\"bin_3\": \"T\", \"nom_3\": \"Canada\", \"target_rate\": 0.6611359535576998}, {\"bin_3\": \"F\", \"nom_3\": \"Canada\", \"target_rate\": 0.6592386637772417}, {\"bin_3\": \"T\", \"nom_3\": \"India\", \"target_rate\": 0.6412376461468897}, {\"bin_3\": \"F\", \"nom_3\": \"India\", \"target_rate\": 0.635961578329072}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 514.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cbc0fdb22f6c703d45ee552b1d55863d0e5da694 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:24:43.299417+00:00", + "ended_at": "2026-05-04T08:24:56.782975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9caa9a44b5dcdb5a", + "problem_id": "v2p_c14_ec1581d356259c47", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=nom_3, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9caa9a44b5dcdb5a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9caa9a44b5dcdb5a", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 153, + "total_tokens": 24097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3988, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12847.89, + "sql_execution_elapsed_ms_total": 514.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9caa9a44b5dcdb5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3466487e963625aa569c6c34223c87f80701834c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9caa9a44b5dcdb5a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:56.260745+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12847.89, "started_at": "2026-05-04T08:24:43.388195+00:00", "ended_at": "2026-05-04T08:24:56.236134+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:24:43.619239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:45.964793Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, condition_col=nom_3.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_4", + "condition_col": "nom_3", + "condition_value": "Finland", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..44c61784720b2a18b57a61cda581013278de8854 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-71fd-7561-bd04-607e5a27c630"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"nom_3\\\" = 'Finland' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"ord_4\\\" and condition_col=\\\"nom_3\\\", fixing condition_value to 'Finland' as provided.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23907,"cached_input_tokens":19840,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f97e4b769538794a5dc28b56f52024d68a3192c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"nom_3\" = 'Finland' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"ord_4\" and condition_col=\"nom_3\", fixing condition_value to 'Finland' as provided."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcc138224295e85b0a85fd9e4458a2ca287d5cb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:43.774962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:46.071357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:54.081355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b68e5439f319d556c97c54631354b7ec4a969907 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, condition_col=nom_3. +Result preview: [{"ord_4": "M", "condition_rate": 0.16352201257861634}, {"ord_4": "E", "condition_rate": 0.1280191099708042}, {"ord_4": "C", "condition_rate": 0.126993006993007}, {"ord_4": "B", "condition_rate": 0.1266007456638029}, {"ord_4": "X", "condition_rate": 0.12555626191989827}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd73edcf896ffd99b6b24bae597769360aa9b877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_9dc6712ddc71d417 +-- problem_id: v2p_c14_fa2b54d33f1f3701 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "nom_3" = 'Finland' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43cb2627ac02d9fe0276c8e4a0fd71b9449c122c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_4\",\n AVG(CASE WHEN \"nom_3\" = 'Finland' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_4\\\",\\n AVG(CASE WHEN \\\"nom_3\\\" = 'Finland' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_4\", \"condition_rate\"], \"rows\": [{\"ord_4\": \"M\", \"condition_rate\": 0.16352201257861634}, {\"ord_4\": \"E\", \"condition_rate\": 0.1280191099708042}, {\"ord_4\": \"C\", \"condition_rate\": 0.126993006993007}, {\"ord_4\": \"B\", \"condition_rate\": 0.1266007456638029}, {\"ord_4\": \"X\", \"condition_rate\": 0.12555626191989827}, {\"ord_4\": \"G\", \"condition_rate\": 0.12550928620561935}, {\"ord_4\": \"P\", \"condition_rate\": 0.12539917439052886}, {\"ord_4\": \"W\", \"condition_rate\": 0.1253669674893987}, {\"ord_4\": \"K\", \"condition_rate\": 0.12518710028575317}, {\"ord_4\": \"Y\", \"condition_rate\": 0.12473498233215548}, {\"ord_4\": \"A\", \"condition_rate\": 0.12471245481432797}, {\"ord_4\": \"U\", \"condition_rate\": 0.12414872798434443}, {\"ord_4\": \"J\", \"condition_rate\": 0.12354402857586581}, {\"ord_4\": \"F\", \"condition_rate\": 0.1228983528206879}, {\"ord_4\": \"I\", \"condition_rate\": 0.12230264954930346}, {\"ord_4\": \"Z\", \"condition_rate\": 0.12225969645868466}, {\"ord_4\": \"Q\", \"condition_rate\": 0.12188383045525902}, {\"ord_4\": \"S\", \"condition_rate\": 0.12185430463576159}, {\"ord_4\": \"O\", \"condition_rate\": 0.12131596984235778}, {\"ord_4\": \"L\", \"condition_rate\": 0.12131543060946187}, {\"ord_4\": \"T\", \"condition_rate\": 0.1209563994374121}, {\"ord_4\": \"V\", \"condition_rate\": 0.12069575054797427}, {\"ord_4\": \"R\", \"condition_rate\": 0.12057659360784545}, {\"ord_4\": \"H\", \"condition_rate\": 0.12006591854351409}, {\"ord_4\": \"N\", \"condition_rate\": 0.11865189289012004}, {\"ord_4\": \"D\", \"condition_rate\": 0.11776547559134373}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 358.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..381cc915fe9b90b1ebf1e8a52de94182d3bb4aae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:30:43.494316+00:00", + "ended_at": "2026-05-04T08:30:55.463129+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9dc6712ddc71d417", + "problem_id": "v2p_c14_fa2b54d33f1f3701", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_4, condition_col=nom_3.", + "bindings": { + "group_col": "ord_4", + "condition_col": "nom_3", + "condition_value": "Finland", + "positive_value": "China", + "negative_value": "Finland", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9dc6712ddc71d417.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9dc6712ddc71d417", + "api_calls": 0, + "input_tokens": 23907, + "cached_input_tokens": 19840, + "output_tokens": 123, + "total_tokens": 24030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3816, + "estimated_output_tokens": 107, + "estimated_total_tokens": 3923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11493.72, + "sql_execution_elapsed_ms_total": 358.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9dc6712ddc71d417\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19ec8d73a548e7d4e3fba5919dd35ca1c14f533a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9dc6712ddc71d417/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:55.085891+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11493.72, "started_at": "2026-05-04T08:30:43.575025+00:00", "ended_at": "2026-05-04T08:30:55.068707+00:00", "prompt_metrics": {"chars": 11950, "bytes_utf8": 11950, "lines": 399, "estimated_tokens": 3816}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 23907, "cached_input_tokens": 19840, "output_tokens": 123}, "stderr_preview": "2026-05-04T08:30:43.774962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:46.071357Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..443f35f79fc2b3d0b153fa78a37df693b4c9c65c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-4e54-7463-a117-d2ce16b4c310"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=12 using SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed9c8106b36584f41b75b8e38aff7f1bdc221c55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"nom_4\", target_col=\"target\", target_value='1', min_support=5, and top_k=12 using SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5167f28adf91afce44dd0e82b7c60f167991e7ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:30.910403Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:33.331531Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:40.852210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2592a74242aed73d927ddb1b0b5aeb9d8bdadb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, target_col=target. +Result preview: [{"nom_4": "Theremin", "support": 54742, "focus_rate": 0.3539512622849001}, {"nom_4": "Oboe", "support": 92293, "focus_rate": 0.3294724410301973}, {"nom_4": "Piano", "support": 84517, "focus_rate": 0.30416365938213613}, {"nom_4": "Bassoon", "support": 68448, "focus_rate": 0.2377425198690977}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d01662bc2327e12c2ebe757b20a1e235765afb05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_9f0cad8f2a362332 +-- problem_id: v2p_c14_b0a34022a147f3b0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49a6cf74cfb8e77a9daf8456f9c73867d033fd89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"nom_4\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_4\": \"Theremin\", \"support\": 54742, \"focus_rate\": 0.3539512622849001}, {\"nom_4\": \"Oboe\", \"support\": 92293, \"focus_rate\": 0.3294724410301973}, {\"nom_4\": \"Piano\", \"support\": 84517, \"focus_rate\": 0.30416365938213613}, {\"nom_4\": \"Bassoon\", \"support\": 68448, \"focus_rate\": 0.2377425198690977}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 273.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cae9aee44ca33f338edb3cd7c6aa44828e049b29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:53:30.580629+00:00", + "ended_at": "2026-05-04T08:53:42.192205+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_9f0cad8f2a362332", + "problem_id": "v2p_c14_b0a34022a147f3b0", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, target_col=target.", + "bindings": { + "group_col": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=117" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_9f0cad8f2a362332.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9f0cad8f2a362332", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 155, + "total_tokens": 24107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 139, + "estimated_total_tokens": 4002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11238.69, + "sql_execution_elapsed_ms_total": 273.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9f0cad8f2a362332\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..724fb0b1728d3399aa5cf0f407c4fa455c1dd6e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:41.908417+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11238.69, "started_at": "2026-05-04T08:53:30.633909+00:00", "ended_at": "2026-05-04T08:53:41.866676+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:53:30.910403Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:33.331531Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"nom_4\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=12 using SQLite-compatible syntax.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9485ae1c8e9004aa0cf845c2cbb8ebed973a4170 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_9f0cad8f2a362332/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_9f0cad8f2a362332", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 155, + "total_tokens": 24107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 139, + "estimated_total_tokens": 4002, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11238.69, + "sql_execution_elapsed_ms_total": 273.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_9f0cad8f2a362332\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff7a4a0d168d6a9f35ad609aac935e60e9aba121 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11866, "bytes_utf8": 11866, "lines": 398, "estimated_tokens": 3793}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23882, "cached_input_tokens": 19840, "output_tokens": 131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cac50a390245b0c93f9bfd7f11309915e9a48f93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a1c47683101a3bf1", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 24013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12367.56, + "sql_execution_elapsed_ms_total": 127.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a1c47683101a3bf1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b3f84161b361e792cdb23480d3f5ea4d78614a01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:10.109129+00:00", + "ended_at": "2026-05-04T08:11:22.476908+00:00", + "elapsed_ms": 12367.56, + "prompt_metrics": { + "chars": 11866, + "bytes_utf8": 11866, + "lines": 398, + "estimated_tokens": 3793 + }, + "stdout_metrics": { + "chars": 774, + "bytes_utf8": 774, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 23882, + "cached_input_tokens": 19840, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d30c3216f888c1af37a889cbb0687efb39bd1c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=day.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "day", + "predicate_col": "ord_3", + "predicate_op": "=", + "predicate_value": "k", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8213cbbe694cd52a654cee983355901a67f4a275 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-8a24-72a1-beab-e8e386311202"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"day\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_3\\\" = 'k'\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the required Filtered Top-k Group Count template with fixed binding group_col=\\\"day\\\", predicate_col=\\\"ord_3\\\", predicate_op=\\\"=\\\", predicate_value='k', and top_k=15. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":19840,"output_tokens":131}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c2df89c16f4eb8202396e84c19ff879b70ac696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"day\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_3\" = 'k'\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the required Filtered Top-k Group Count template with fixed binding group_col=\"day\", predicate_col=\"ord_3\", predicate_op=\"=\", predicate_value='k', and top_k=15. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..049398a3fcbc91b6ac1a4c4448c943debca9def5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:10.290255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:12.740566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:21.678390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce43fc175e8ebc047dc87024e73ab432e7088aa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=day. +Result preview: [{"day": "2", "support": 7198}, {"day": "1", "support": 6413}, {"day": "3", "support": 6240}, {"day": "4", "support": 3892}, {"day": "7", "support": 3094}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84c7909bb251a367f53a83e7e3bb2b1183ea7e41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_a1c47683101a3bf1 +-- problem_id: v2p_c14_c6a60e655d5a1853 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS support +FROM "c14" +WHERE "ord_3" = 'k' +GROUP BY "day" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ae5d7a32628749d1eb0089cb18aed74742dbf5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"day\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_3\" = 'k'\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"day\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_3\\\" = 'k'\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"day\", \"support\"], \"rows\": [{\"day\": \"2\", \"support\": 7198}, {\"day\": \"1\", \"support\": 6413}, {\"day\": \"3\", \"support\": 6240}, {\"day\": \"4\", \"support\": 3892}, {\"day\": \"7\", \"support\": 3094}, {\"day\": \"5\", \"support\": 1686}, {\"day\": \"6\", \"support\": 96}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 127.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3233043dbe5bde1fc9869ed7886e804312dd84e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:11:10.049281+00:00", + "ended_at": "2026-05-04T08:11:22.631540+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a1c47683101a3bf1", + "problem_id": "v2p_c14_c6a60e655d5a1853", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=day.", + "bindings": { + "group_col": "day", + "predicate_col": "ord_3", + "predicate_op": "=", + "predicate_value": "k", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a1c47683101a3bf1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a1c47683101a3bf1", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 19840, + "output_tokens": 131, + "total_tokens": 24013, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3908, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12367.56, + "sql_execution_elapsed_ms_total": 127.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a1c47683101a3bf1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5d432e089aa881278fca9ffefb5cc51c222a83a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a1c47683101a3bf1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:22.495967+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12367.56, "started_at": "2026-05-04T08:11:10.109129+00:00", "ended_at": "2026-05-04T08:11:22.476908+00:00", "prompt_metrics": {"chars": 11866, "bytes_utf8": 11866, "lines": 398, "estimated_tokens": 3793}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23882, "cached_input_tokens": 19840, "output_tokens": 131}, "stderr_preview": "2026-05-04T08:11:10.290255Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:12.740566Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=ord_0.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbd025467331df13c4191538d70be6d4dbf932bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df225-2d13-7f10-88fc-5406cdbaae2f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"target\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"target\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"target\\\" and measure_col bound to \\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the schema stores it as TEXT, and SQLite AVG should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23849,"cached_input_tokens":22912,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7316092fb3d3d25d917ae36cbcdbcb630edaaf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"target\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"target\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"target\" and measure_col bound to \"ord_0\". Cast \"ord_0\" to REAL because the schema stores it as TEXT, and SQLite AVG should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d58a833f2872ff5f9a56d75352cf5a5f8a9e501f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:15.954079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:18.718555Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:28.530521Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54a890102150f117a2905b5c1fd595db671b2005 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=ord_0. +Result preview: [{"target": "1", "avg_measure": 1.57639161326882}, {"target": "0", "avg_measure": 1.4368985189880712}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..361fb4bb18e1d30c61864511a8d3a368780e5d78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_a2d23e55b56aa9ad +-- problem_id: v2p_c14_18fbab0db4d0c53a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "target", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "target") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63d90a8bceacc75db20a09d4206900d2af29e483 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"target\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"target\") AS \"avg_measure\"\nFROM \"c14\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"target\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"target\\\") AS \\\"avg_measure\\\"\\nFROM \\\"c14\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"target\", \"avg_measure\"], \"rows\": [{\"target\": \"1\", \"avg_measure\": 1.57639161326882}, {\"target\": \"0\", \"avg_measure\": 1.4368985189880712}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 987.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5feef5d0375f7b7ca9213bf549f2bb9d7aafb7f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:40:15.691638+00:00", + "ended_at": "2026-05-04T08:40:30.288147+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a2d23e55b56aa9ad", + "problem_id": "v2p_c14_18fbab0db4d0c53a", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=target, measure_col=ord_0.", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a2d23e55b56aa9ad.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a2d23e55b56aa9ad", + "api_calls": 0, + "input_tokens": 23849, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24009, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3758, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3873, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13518.3, + "sql_execution_elapsed_ms_total": 987.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a2d23e55b56aa9ad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06a394ad5722463565d5589900a2df8103d65aad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a2d23e55b56aa9ad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:29.289703+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13518.3, "started_at": "2026-05-04T08:40:15.755081+00:00", "ended_at": "2026-05-04T08:40:29.273713+00:00", "prompt_metrics": {"chars": 11765, "bytes_utf8": 11765, "lines": 396, "estimated_tokens": 3758}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23849, "cached_input_tokens": 22912, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:40:15.954079Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:18.718555Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d205aa5dd1aea192054f26af267d4fa3ac04a3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22b-3629-7ff3-b93c-99e6b9218fa9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\" AS \\\"group_col\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ord_2\\\",\\n MIN(\\\"measure_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_2\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"ord_2\\\" group with window functions over CAST(\\\"day\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":782}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d96643614d07197ee29ac25b50b51ba7d10441b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\" AS \"group_col\",\n CAST(\"day\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n)\nSELECT\n \"group_col\" AS \"ord_2\",\n MIN(\"measure_val\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC, \"ord_2\" ASC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \"ord_2\" group with window functions over CAST(\"day\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e0ba65974fc7b83f7d5dfddfa0ea61c57e93cc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:51.515554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:53.924276Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:47:14.467215Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9040342cc807a18926c52cd1322fefdcaaf6562 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, measure_col=day. +Result preview: [{"ord_2": "Boiling Hot", "percentile_measure": 7.0}, {"ord_2": "Cold", "percentile_measure": 7.0}, {"ord_2": "Freezing", "percentile_measure": 7.0}, {"ord_2": "Hot", "percentile_measure": 7.0}, {"ord_2": "Lava Hot", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b945e3e76fbb0058875d59ab31edf0b61b4fa905 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_a48def1fac311bab +-- problem_id: v2p_c14_2a7622342a4f3f71 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2" AS "group_col", + CAST("day" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_2" + ) AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +) +SELECT + "group_col" AS "ord_2", + MIN("measure_val") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC, "ord_2" ASC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3492ad59bf863382453a5ddc74d720a132870fdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_2\" AS \"group_col\",\n CAST(\"day\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_2\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_2\" IS NOT NULL\n AND \"day\" IS NOT NULL\n)\nSELECT\n \"group_col\" AS \"ord_2\",\n MIN(\"measure_val\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER)\nGROUP BY \"group_col\"\nORDER BY \"percentile_measure\" DESC, \"ord_2\" ASC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_2\\\" AS \\\"group_col\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_2\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"ord_2\\\",\\n MIN(\\\"measure_val\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_2\\\" ASC;\", \"columns\": [\"ord_2\", \"percentile_measure\"], \"rows\": [{\"ord_2\": \"Boiling Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Cold\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Freezing\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Lava Hot\", \"percentile_measure\": 7.0}, {\"ord_2\": \"Warm\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1410.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..008938cd6c4683ffbd4659f6ce5532a5e6adbb4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:46:51.246688+00:00", + "ended_at": "2026-05-04T08:47:16.822884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a48def1fac311bab", + "problem_id": "v2p_c14_2a7622342a4f3f71", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_2, measure_col=day.", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a48def1fac311bab.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a48def1fac311bab", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 782, + "total_tokens": 24659, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 260, + "estimated_total_tokens": 4046, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24081.14, + "sql_execution_elapsed_ms_total": 1410.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a48def1fac311bab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c712affd1fc9e0ba334c4d481324a744ab8b9334 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:47:15.407457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24081.14, "started_at": "2026-05-04T08:46:51.305934+00:00", "ended_at": "2026-05-04T08:47:15.387155+00:00", "prompt_metrics": {"chars": 11857, "bytes_utf8": 11857, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 850, "bytes_utf8": 850, "lines": 1, "estimated_tokens": 260}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 782}, "stderr_preview": "2026-05-04T08:46:51.515554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:53.924276Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER)\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"ord_2\\\" ASC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per \\\"ord_2\\\" group with window functions over CAST(\\\"day\\\" AS REAL).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0e31e75af853b55be1bd40df6fd3c2893290af2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a48def1fac311bab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a48def1fac311bab", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 782, + "total_tokens": 24659, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 260, + "estimated_total_tokens": 4046, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24081.14, + "sql_execution_elapsed_ms_total": 1410.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a48def1fac311bab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa8ff287c30b19c4e843bda05d32ecd93fffa7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Oboe", "support": 92293, "support_share": 0.3076433333333333, "cumulative_support": 92293}, {"value_label": "Piano", "support": 84517, "support_share": 0.2817233333333333, "cumulative_support": 176810}, {"value_label": "Bassoon", "support": 68448, "support_share": 0.22816, "cumulative_support": 245258}, {"value_label": "Theremin", "support": 54742, "support_share": 0.18247333333333332, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60bceceaba0aa12e061146f1bbfa4efbc398a0b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_a4a3e1226ff57ba5 +-- problem_id: v2p_c14_2016905e483a004a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7b91064115ddbd8b8e67866cf980ef25b1974c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_a4a3e1226ff57ba5\n-- problem_id: v2p_c14_2016905e483a004a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_4\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_4\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_a4a3e1226ff57ba5\\n-- problem_id: v2p_c14_2016905e483a004a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_4\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Oboe\", \"support\": 92293, \"support_share\": 0.3076433333333333, \"cumulative_support\": 92293}, {\"value_label\": \"Piano\", \"support\": 84517, \"support_share\": 0.2817233333333333, \"cumulative_support\": 176810}, {\"value_label\": \"Bassoon\", \"support\": 68448, \"support_share\": 0.22816, \"cumulative_support\": 245258}, {\"value_label\": \"Theremin\", \"support\": 54742, \"support_share\": 0.18247333333333332, \"cumulative_support\": 300000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 223.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1d16fe648f049d6bea96d0f12e04f4d20d95666 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:09.979147+00:00", + "ended_at": "2026-05-04T09:00:10.214914+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a4a3e1226ff57ba5", + "problem_id": "v2p_c14_2016905e483a004a", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4.", + "bindings": { + "group_col": "nom_4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a4a3e1226ff57ba5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a4a3e1226ff57ba5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edb102ec6d7106efeed1ae00be3571a6a549235e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11986, "bytes_utf8": 11986, "lines": 399, "estimated_tokens": 3853}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1a5a38bb41e29dcfbd5091a9453b508fb3a9ede --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a73ba360cdfd2c21", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 24093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12807.54, + "sql_execution_elapsed_ms_total": 527.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a73ba360cdfd2c21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2750400f7077eb862ae46061f75c7f1c9d611a45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:23:39.160786+00:00", + "ended_at": "2026-05-04T08:23:51.969892+00:00", + "elapsed_ms": 12807.54, + "prompt_metrics": { + "chars": 11986, + "bytes_utf8": 11986, + "lines": 399, + "estimated_tokens": 3853 + }, + "stdout_metrics": { + "chars": 784, + "bytes_utf8": 784, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 459, + "bytes_utf8": 459, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..188f848ac01c45ebdb9d31566f37b0ff024edb17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_1, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca2d4d7948c0ada55574e0ccfd7cfd300e981d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-f82f-7d80-b384-ce872bd84349"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_1\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_1, target_col=target, and target_value='0'. All identifiers are double-quoted and the SQL is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f2c66ecd0ffcbed9ce31e8e0d880a7408f40d67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_1\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_1, target_col=target, and target_value='0'. All identifiers are double-quoted and the SQL is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca66544ef06aae970c3cb8d0257c8631b82dc3dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:39.363997Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:41.798787Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:51.092202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00321c6ae89dd740a8d747276933202752afc73d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_1, target_col=target. +Result preview: [{"bin_3": "F", "nom_1": "Circle", "target_rate": 0.7545177443936425}, {"bin_3": "T", "nom_1": "Circle", "target_rate": 0.7541693054675955}, {"bin_3": "T", "nom_1": "Trapezoid", "target_rate": 0.7132131840844278}, {"bin_3": "F", "nom_1": "Trapezoid", "target_rate": 0.7065519603497602}, {"bin_3": "T", "nom_1": "Star", "target_rate": 0.6914387633769322}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38fa87b5f803f29d289fc75de190ce1f0325354b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_a73ba360cdfd2c21 +-- problem_id: v2p_c14_7722425792ccd3a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_1", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "nom_1" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e8c3fb8a6d2f158f7b78a62729e36d57bff2805 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_1\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_1\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_1\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"nom_1\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"nom_1\": \"Circle\", \"target_rate\": 0.7545177443936425}, {\"bin_3\": \"T\", \"nom_1\": \"Circle\", \"target_rate\": 0.7541693054675955}, {\"bin_3\": \"T\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.7132131840844278}, {\"bin_3\": \"F\", \"nom_1\": \"Trapezoid\", \"target_rate\": 0.7065519603497602}, {\"bin_3\": \"T\", \"nom_1\": \"Star\", \"target_rate\": 0.6914387633769322}, {\"bin_3\": \"T\", \"nom_1\": \"Polygon\", \"target_rate\": 0.6896756115960772}, {\"bin_3\": \"F\", \"nom_1\": \"Star\", \"target_rate\": 0.6871980676328503}, {\"bin_3\": \"F\", \"nom_1\": \"Polygon\", \"target_rate\": 0.6791015069661643}, {\"bin_3\": \"T\", \"nom_1\": \"Square\", \"target_rate\": 0.6674515344164508}, {\"bin_3\": \"F\", \"nom_1\": \"Square\", \"target_rate\": 0.654323035455111}, {\"bin_3\": \"T\", \"nom_1\": \"Triangle\", \"target_rate\": 0.6434118560704116}, {\"bin_3\": \"F\", \"nom_1\": \"Triangle\", \"target_rate\": 0.6343122960494342}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 527.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a5806552ff6adb486789fa723a21d478573d840 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:23:39.100738+00:00", + "ended_at": "2026-05-04T08:23:52.525879+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a73ba360cdfd2c21", + "problem_id": "v2p_c14_7722425792ccd3a5", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_1, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a73ba360cdfd2c21.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a73ba360cdfd2c21", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 24093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12807.54, + "sql_execution_elapsed_ms_total": 527.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a73ba360cdfd2c21\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d7a2f593de16191a477e8616df71d731e5d0354 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a73ba360cdfd2c21/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:51.988109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12807.54, "started_at": "2026-05-04T08:23:39.160786+00:00", "ended_at": "2026-05-04T08:23:51.969892+00:00", "prompt_metrics": {"chars": 11986, "bytes_utf8": 11986, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 459, "bytes_utf8": 459, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:23:39.363997Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:41.798787Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, condition_col=bin_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_1", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..514a34be588803e1d354462bdaa6ceb6144c1e95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-3898-75c0-8b71-acf86b3446f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_1\\\" and condition_col=\\\"bin_0\\\", fixing condition_value to '0' per bindings. Query is SQLite-compatible, single-table, and uses only quoted identifiers from the provided schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23906,"cached_input_tokens":22912,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..755efa9d1f3b8f2e0ff622de9b61c7be6542def4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"bin_0\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_1\" and condition_col=\"bin_0\", fixing condition_value to '0' per bindings. Query is SQLite-compatible, single-table, and uses only quoted identifiers from the provided schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec3375e3d653761d7263514facdc050ecf18feef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:12.488121Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:14.947982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:22.984540Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b20143513fc0f772b504825d774ca03564a92f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, condition_col=bin_0. +Result preview: [{"nom_1": "Circle", "condition_rate": 0.8740085744908896}, {"nom_1": "Polygon", "condition_rate": 0.8730874581523393}, {"nom_1": "Star", "condition_rate": 0.8729522481700941}, {"nom_1": "Trapezoid", "condition_rate": 0.872950455124974}, {"nom_1": "Triangle", "condition_rate": 0.8720482331267795}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5ef194355f9e9ab5f6318755adc7ae5cdd6845c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_a7fd2d16592bf513 +-- problem_id: v2p_c14_42f4fd4c615a7d51 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "bin_0" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78c650e074cdbfb7cbe94c9bb56b8cc4cdbd6071 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_1\",\n AVG(CASE WHEN \"bin_0\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_1\\\",\\n AVG(CASE WHEN \\\"bin_0\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_1\", \"condition_rate\"], \"rows\": [{\"nom_1\": \"Circle\", \"condition_rate\": 0.8740085744908896}, {\"nom_1\": \"Polygon\", \"condition_rate\": 0.8730874581523393}, {\"nom_1\": \"Star\", \"condition_rate\": 0.8729522481700941}, {\"nom_1\": \"Trapezoid\", \"condition_rate\": 0.872950455124974}, {\"nom_1\": \"Triangle\", \"condition_rate\": 0.8720482331267795}, {\"nom_1\": \"Square\", \"condition_rate\": 0.8698509990523621}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 309.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..94c297dc28adae17f7cc165394c85c21ca2bef41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:27:12.187349+00:00", + "ended_at": "2026-05-04T08:27:24.011470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a7fd2d16592bf513", + "problem_id": "v2p_c14_42f4fd4c615a7d51", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, condition_col=bin_0.", + "bindings": { + "group_col": "nom_1", + "condition_col": "bin_0", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a7fd2d16592bf513.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a7fd2d16592bf513", + "api_calls": 0, + "input_tokens": 23906, + "cached_input_tokens": 22912, + "output_tokens": 139, + "total_tokens": 24045, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3815, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11414.24, + "sql_execution_elapsed_ms_total": 309.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a7fd2d16592bf513\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43af69fd02c8d74c62cd6dd6bf6474a3a433d8e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a7fd2d16592bf513/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:23.688216+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11414.24, "started_at": "2026-05-04T08:27:12.259944+00:00", "ended_at": "2026-05-04T08:27:23.674200+00:00", "prompt_metrics": {"chars": 11937, "bytes_utf8": 11937, "lines": 399, "estimated_tokens": 3815}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23906, "cached_input_tokens": 22912, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:27:12.488121Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:14.947982Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_2, measure_col=id.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ae0406f044c8dd371820b9e2ece90a19d03ce8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df231-ace8-78c2-9479-5b5fa569cbfa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_2\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING SUM(\\\"id\\\") > 172611.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"ord_2\\\" and measure_col=\\\"id\\\" on single table \\\"c14\\\". SQLite will coerce text values in SUM when they are numeric-like.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":229}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..509fe9f9d4bb3e8e2a9585d5209d52ffefd02773 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_2\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING SUM(\"id\") > 172611.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"ord_2\" and measure_col=\"id\" on single table \"c14\". SQLite will coerce text values in SUM when they are numeric-like."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..744c21ab65256d47bbc34b4be1e6265f70e37dbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:53:55.127065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:53:57.527048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:54:07.000645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..107ef42192b257ff62c9a45ac28339a5e5ad3b11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_2, measure_col=id. +Result preview: [{"ord_2": "Freezing", "total_measure": 15013281838}, {"ord_2": "Lava Hot", "total_measure": 9554402680}, {"ord_2": "Boiling Hot", "total_measure": 9089027426}, {"ord_2": "Cold", "total_measure": 5072901131}, {"ord_2": "Hot", "total_measure": 3324722693}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..610bb9e648002607f5a4995858b65b416032ba32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_a9c95a859492c06d +-- problem_id: v2p_c14_497c30dff9aac3fe +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", SUM("id") AS total_measure +FROM "c14" +GROUP BY "ord_2" +HAVING SUM("id") > 172611.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8de4228767b888343ee8e21cb72aa9420b0ecc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_2\", SUM(\"id\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nHAVING SUM(\"id\") > 172611.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_2\\\", SUM(\\\"id\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nHAVING SUM(\\\"id\\\") > 172611.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"ord_2\", \"total_measure\"], \"rows\": [{\"ord_2\": \"Freezing\", \"total_measure\": 15013281838}, {\"ord_2\": \"Lava Hot\", \"total_measure\": 9554402680}, {\"ord_2\": \"Boiling Hot\", \"total_measure\": 9089027426}, {\"ord_2\": \"Cold\", \"total_measure\": 5072901131}, {\"ord_2\": \"Hot\", \"total_measure\": 3324722693}, {\"ord_2\": \"Warm\", \"total_measure\": 2945514232}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 284.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77718597a8d2b0b594f0156a83869073282d8042 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:53:54.809206+00:00", + "ended_at": "2026-05-04T08:54:08.160746+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_a9c95a859492c06d", + "problem_id": "v2p_c14_497c30dff9aac3fe", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=ord_2, measure_col=id.", + "bindings": { + "group_col": "ord_2", + "measure_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_a9c95a859492c06d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a9c95a859492c06d", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 229, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 117, + "estimated_total_tokens": 3910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12983.51, + "sql_execution_elapsed_ms_total": 284.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a9c95a859492c06d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe6e3dbe10b0fdab498493b2ba17377e5b9908d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:54:07.867827+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12983.51, "started_at": "2026-05-04T08:53:54.862423+00:00", "ended_at": "2026-05-04T08:54:07.846208+00:00", "prompt_metrics": {"chars": 11848, "bytes_utf8": 11848, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 229}, "stderr_preview": "2026-05-04T08:53:55.127065Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:53:57.527048Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 172611.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"ord_2\\\" and measure_col=\\\"id\\\" on single table \\\"c14\\\". SQLite will coerce text values in SUM when they are numeric-like.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3484ab10e1ab9ce2b44e5e95882e8036f8becd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_a9c95a859492c06d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_a9c95a859492c06d", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 229, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 117, + "estimated_total_tokens": 3910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12983.51, + "sql_execution_elapsed_ms_total": 284.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_a9c95a859492c06d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3f717d4c503a9e1db0a019f9f8fef250b111a8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 208236, "support_share": 0.69412, "support_rank": 1}, {"value_label": "1", "support": 91764, "support_share": 0.30588, "support_rank": 2}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23ca93d87d9d773b58d54a41b0efe698257d63a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_aa0ce1e3715de0a1 +-- problem_id: v2p_c14_8775bf08dea3173c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6850fc0259e317e04beecd88ebfc951b7a4e32b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_aa0ce1e3715de0a1\n-- problem_id: v2p_c14_8775bf08dea3173c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"target\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"target\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_aa0ce1e3715de0a1\\n-- problem_id: v2p_c14_8775bf08dea3173c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"target\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"target\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 208236, \"support_share\": 0.69412, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 91764, \"support_share\": 0.30588, \"support_rank\": 2}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 222.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3f4adc55b0db9bc398bb0e261056743c4a3261e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:15.978512+00:00", + "ended_at": "2026-05-04T09:00:16.205984+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_aa0ce1e3715de0a1", + "problem_id": "v2p_c14_8775bf08dea3173c", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=target.", + "bindings": { + "group_col": "target" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_aa0ce1e3715de0a1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aa0ce1e3715de0a1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6427e896ef43995c16264b7b984536884fb33165 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff11e2248f3160aad18b2fb01a6dda88db45e0a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_aad17f0f5cfebf57", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 4007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11152.83, + "sql_execution_elapsed_ms_total": 294.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_aad17f0f5cfebf57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b50f5c703117356b9b1060959069d60cc5379df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:52:16.723869+00:00", + "ended_at": "2026-05-04T08:52:27.875900+00:00", + "elapsed_ms": 11152.83, + "prompt_metrics": { + "chars": 12021, + "bytes_utf8": 12021, + "lines": 397, + "estimated_tokens": 3863 + }, + "stdout_metrics": { + "chars": 834, + "bytes_utf8": 834, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13157 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 505, + "bytes_utf8": 505, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9eba28df6d1455d3b718ad928eecac28bcc9153 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6618e8fcf77c34c31687e9d69f62917c9c31345d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-2d5c-7d03-8eb4-639faa3a2b47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=14 using SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":160}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b26dada078ea8ccddf27fe3bb03f3a20fedd11dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Filled the provided Tail Target-Rate Extremes template with group_col=\"nom_1\", target_col=\"target\", target_value='0', min_support=5, and top_k=14 using SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a366b7d646d0e5411b398da3bcdcf76ffafdd46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:16.958462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:19.304739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:26.954721Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77933898e0dab4221f1147ff9357cbe0639ad3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, target_col=target. +Result preview: [{"nom_1": "Circle", "support": 37320, "focus_rate": 0.7543408360128617}, {"nom_1": "Trapezoid", "support": 101181, "focus_rate": 0.7099455431355689}, {"nom_1": "Star", "support": 45904, "focus_rate": 0.6893734750784245}, {"nom_1": "Polygon", "support": 36143, "focus_rate": 0.6845308911822483}, {"nom_1": "Square", "support": 49597, "focus_rate": 0.6610682097707523}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9141c4960cae4f3d0c8ac4f46d3b5c5756c0a640 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_aad17f0f5cfebf57 +-- problem_id: v2p_c14_8542eff705bac723 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a09c1f7ecd074da7bd61694d4e178618e6d78dc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"nom_1\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_1\": \"Circle\", \"support\": 37320, \"focus_rate\": 0.7543408360128617}, {\"nom_1\": \"Trapezoid\", \"support\": 101181, \"focus_rate\": 0.7099455431355689}, {\"nom_1\": \"Star\", \"support\": 45904, \"focus_rate\": 0.6893734750784245}, {\"nom_1\": \"Polygon\", \"support\": 36143, \"focus_rate\": 0.6845308911822483}, {\"nom_1\": \"Square\", \"support\": 49597, \"focus_rate\": 0.6610682097707523}, {\"nom_1\": \"Triangle\", \"support\": 29855, \"focus_rate\": 0.6390219393736393}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 294.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c3a2acc6126a97cda5e6d5090cc45750832bff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:52:16.667853+00:00", + "ended_at": "2026-05-04T08:52:28.213346+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_aad17f0f5cfebf57", + "problem_id": "v2p_c14_8542eff705bac723", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_1, target_col=target.", + "bindings": { + "group_col": "nom_1", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_aad17f0f5cfebf57.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_aad17f0f5cfebf57", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 4007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11152.83, + "sql_execution_elapsed_ms_total": 294.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_aad17f0f5cfebf57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89e9317d64be19622632e0d430132c4dbde78401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:27.909404+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11152.83, "started_at": "2026-05-04T08:52:16.723869+00:00", "ended_at": "2026-05-04T08:52:27.875900+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 160}, "stderr_preview": "2026-05-04T08:52:16.958462Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:19.304739Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Filled the provided Tail Target-Rate Extremes template with group_col=\\\"nom_1\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=14 using SQLite-compatible syntax and double-quoted identifiers.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f1ff73a06b9ae306b77018c092d5f57d42df53f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aad17f0f5cfebf57/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_aad17f0f5cfebf57", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 160, + "total_tokens": 24112, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 4007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11152.83, + "sql_execution_elapsed_ms_total": 294.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_aad17f0f5cfebf57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3463989d8de57f35750c5fe81115a9c172708729 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3801}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23890, "cached_input_tokens": 23424, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..506cd0cb48fba011bf9eacf9faddfb70f9e28664 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_abcf0c139716526d", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 23424, + "output_tokens": 130, + "total_tokens": 24020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10902.61, + "sql_execution_elapsed_ms_total": 109.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_abcf0c139716526d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4ffbeef4ae6b03b8e90c6005d8efa97e19c0275 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:59.006911+00:00", + "ended_at": "2026-05-04T08:11:09.909565+00:00", + "elapsed_ms": 10902.61, + "prompt_metrics": { + "chars": 11873, + "bytes_utf8": 11873, + "lines": 398, + "estimated_tokens": 3801 + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13278 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 23890, + "cached_input_tokens": 23424, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f722b72546bf1de67871a97032e9c64d99cdab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=day.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "day", + "predicate_col": "nom_9", + "predicate_op": "=", + "predicate_value": "1f31c5cc1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31514f260059d3803dc3ba7219f7b721dd11a783 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-5eb6-7ac1-93c5-8f10f6e2a3f3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"day\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_9\\\" = '1f31c5cc1'\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"day\\\", predicate_col=\\\"nom_9\\\", predicate_op=\\\"=\\\", predicate_value='1f31c5cc1', top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23890,"cached_input_tokens":23424,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59bcf9d5a5ca601b68111f39fee3e175267f2ec6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"day\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_9\" = '1f31c5cc1'\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"day\", predicate_col=\"nom_9\", predicate_op=\"=\", predicate_value='1f31c5cc1', top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f184d6d968ca73892ae9961ae274cd003181edad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:59.173239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:01.503330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:09.114523Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4249947341d40fa662d1fd3ddca28dd5d8c42a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=day. +Result preview: [{"day": "3", "support": 8}, {"day": "1", "support": 7}, {"day": "4", "support": 4}, {"day": "7", "support": 3}, {"day": "5", "support": 3}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..53b82f8fa5b311c47085713fd481c91d77541b22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_abcf0c139716526d +-- problem_id: v2p_c14_a72be5fed13a727f +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS support +FROM "c14" +WHERE "nom_9" = '1f31c5cc1' +GROUP BY "day" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4a9dac9a8f3b662e9fecb689d353f393d073578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"day\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_9\" = '1f31c5cc1'\nGROUP BY \"day\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"day\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_9\\\" = '1f31c5cc1'\\nGROUP BY \\\"day\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"day\", \"support\"], \"rows\": [{\"day\": \"3\", \"support\": 8}, {\"day\": \"1\", \"support\": 7}, {\"day\": \"4\", \"support\": 4}, {\"day\": \"7\", \"support\": 3}, {\"day\": \"5\", \"support\": 3}, {\"day\": \"2\", \"support\": 2}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 109.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e79cd0ec9aca2d7c76edc889a184e9db358e597 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:10:58.947463+00:00", + "ended_at": "2026-05-04T08:11:10.046479+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_abcf0c139716526d", + "problem_id": "v2p_c14_a72be5fed13a727f", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=day.", + "bindings": { + "group_col": "day", + "predicate_col": "nom_9", + "predicate_op": "=", + "predicate_value": "1f31c5cc1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_abcf0c139716526d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_abcf0c139716526d", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 23424, + "output_tokens": 130, + "total_tokens": 24020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3915, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10902.61, + "sql_execution_elapsed_ms_total": 109.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_abcf0c139716526d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e13e53d273772407a9fd8b242f4823d77306c2c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_abcf0c139716526d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:09.929090+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10902.61, "started_at": "2026-05-04T08:10:59.006911+00:00", "ended_at": "2026-05-04T08:11:09.909565+00:00", "prompt_metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3801}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23890, "cached_input_tokens": 23424, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:10:59.173239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:01.503330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4db4a58c553fe9ecad0c10a504e2c5b12569ddd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_ac78e3f4dec88f80\n-- problem_id: v2p_c14_93392f2c2fd53416\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_5\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_ac78e3f4dec88f80\\n-- problem_id: v2p_c14_93392f2c2fd53416\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_5\", \"support\", \"avg_response\"], \"rows\": [{\"ord_5\": \"od\", \"support\": 5019, \"avg_response\": 3.0605698346284123}, {\"ord_5\": \"fO\", \"support\": 3435, \"avg_response\": 2.974963609898108}, {\"ord_5\": \"Zq\", \"support\": 2926, \"avg_response\": 2.9993164730006834}, {\"ord_5\": \"sD\", \"support\": 2880, \"avg_response\": 2.957638888888889}, {\"ord_5\": \"qP\", \"support\": 2854, \"avg_response\": 2.981779957953749}, {\"ord_5\": \"Xi\", \"support\": 2840, \"avg_response\": 3.004577464788732}, {\"ord_5\": \"Gb\", \"support\": 2824, \"avg_response\": 3.0297450424929178}, {\"ord_5\": \"TZ\", \"support\": 2798, \"avg_response\": 2.9821300929235166}, {\"ord_5\": \"Bd\", \"support\": 2771, \"avg_response\": 2.9971129556116924}, {\"ord_5\": \"on\", \"support\": 2764, \"avg_response\": 2.941027496382055}, {\"ord_5\": \"ac\", \"support\": 2758, \"avg_response\": 3.027193618564177}, {\"ord_5\": \"uS\", \"support\": 2757, \"avg_response\": 2.961189698948132}, {\"ord_5\": \"ek\", \"support\": 2740, \"avg_response\": 3.0003649635036496}, {\"ord_5\": \"CZ\", \"support\": 2735, \"avg_response\": 2.9981718464351004}, {\"ord_5\": \"Eg\", \"support\": 2700, \"avg_response\": 3.025925925925926}, {\"ord_5\": \"PQ\", \"support\": 2688, \"avg_response\": 3.0048363095238093}, {\"ord_5\": \"tP\", \"support\": 2674, \"avg_response\": 2.949513836948392}, {\"ord_5\": \"Qo\", \"support\": 2654, \"avg_response\": 2.9740015071590054}, {\"ord_5\": \"gJ\", \"support\": 2633, \"avg_response\": 3.0125332320546905}, {\"ord_5\": \"AP\", \"support\": 2614, \"avg_response\": 3.0432287681713848}, {\"ord_5\": \"Xh\", \"support\": 2613, \"avg_response\": 3.0007654037504783}, {\"ord_5\": \"hp\", \"support\": 2612, \"avg_response\": 2.97052067381317}, {\"ord_5\": \"bF\", \"support\": 2603, \"avg_response\": 3.0195927775643487}, {\"ord_5\": \"kW\", \"support\": 2590, \"avg_response\": 3.0208494208494208}, {\"ord_5\": \"Jc\", \"support\": 2572, \"avg_response\": 3.0019440124416796}, {\"ord_5\": \"nh\", \"support\": 2543, \"avg_response\": 3.0149429807314196}, {\"ord_5\": \"ri\", \"support\": 2538, \"avg_response\": 2.966903073286052}, {\"ord_5\": \"Ed\", \"support\": 2523, \"avg_response\": 3.0019817677368215}, {\"ord_5\": \"cA\", \"support\": 2510, \"avg_response\": 3.0442231075697213}, {\"ord_5\": \"UO\", \"support\": 2508, \"avg_response\": 3.022727272727273}, {\"ord_5\": \"tM\", \"support\": 2497, \"avg_response\": 3.0152182619142973}, {\"ord_5\": \"sV\", \"support\": 2467, \"avg_response\": 2.999189298743413}, {\"ord_5\": \"lx\", \"support\": 2445, \"avg_response\": 3.0425357873210634}, {\"ord_5\": \"dP\", \"support\": 2438, \"avg_response\": 3.024200164068909}, {\"ord_5\": \"MV\", \"support\": 2435, \"avg_response\": 3.00082135523614}, {\"ord_5\": \"Kq\", \"support\": 2431, \"avg_response\": 2.981489099136158}, {\"ord_5\": \"eQ\", \"support\": 2430, \"avg_response\": 3.0251028806584364}, {\"ord_5\": \"su\", \"support\": 2421, \"avg_response\": 3.0793060718711276}, {\"ord_5\": \"qo\", \"support\": 2409, \"avg_response\": 2.9726027397260273}, {\"ord_5\": \"Qh\", \"support\": 2389, \"avg_response\": 3.0066973629133527}, {\"ord_5\": \"be\", \"support\": 2382, \"avg_response\": 3.015952980688497}, {\"ord_5\": \"aP\", \"support\": 2371, \"avg_response\": 2.90932096161957}, {\"ord_5\": \"zU\", \"support\": 2360, \"avg_response\": 3.0440677966101695}, {\"ord_5\": \"Dx\", \"support\": 2337, \"avg_response\": 3.0350877192982457}, {\"ord_5\": \"Sc\", \"support\": 2289, \"avg_response\": 3.061598951507208}, {\"ord_5\": \"xy\", \"support\": 2279, \"avg_response\": 3.002632733655112}, {\"ord_5\": \"JX\", \"support\": 2276, \"avg_response\": 2.994288224956063}, {\"ord_5\": \"MC\", \"support\": 2268, \"avg_response\": 3.0436507936507935}, {\"ord_5\": \"Wv\", \"support\": 2224, \"avg_response\": 3.023381294964029}, {\"ord_5\": \"aO\", \"support\": 2224, \"avg_response\": 2.977068345323741}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 307.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..effcc2d7c1b6019f1aec33d15c54de7b54bd2467 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:26.393221+00:00", + "ended_at": "2026-05-04T09:00:26.707584+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ac78e3f4dec88f80", + "problem_id": "v2p_c14_93392f2c2fd53416", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=ord_5.", + "bindings": { + "key_col": "ord_5", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ac78e3f4dec88f80.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ac78e3f4dec88f80/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf807503ac71d76dc3a97a00670f19ad6af90ef5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11848, "bytes_utf8": 11848, "lines": 396, "estimated_tokens": 3788}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..addead901310898f9de894dff0a5f847700aa03b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_acdf881a75271013", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 199, + "total_tokens": 24076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3788, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12485.44, + "sql_execution_elapsed_ms_total": 267.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_acdf881a75271013\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..632bae47562f72cdadf07a6754082564f98bdacb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:55:24.577931+00:00", + "ended_at": "2026-05-04T08:55:37.063435+00:00", + "elapsed_ms": 12485.44, + "prompt_metrics": { + "chars": 11848, + "bytes_utf8": 11848, + "lines": 396, + "estimated_tokens": 3788 + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 199 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1ce805a47e035039a92e865946d6fa29fa9d2e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=day, measure_col=month.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..968016096edcd8a8c45bf769de753c8fa23cfe81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-0b33-7e40-af89-6aa17b3e5fe1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"month\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS REAL)) > 8.64\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"month\\\". CAST was added because \\\"month\\\" is stored as TEXT in the SQLite schema but used as a numeric measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":199}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d25c176692786888615af4d120c72ffafa97051 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"month\" AS REAL)) AS \"total_measure\"\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"month\" AS REAL)) > 8.64\nORDER BY \"total_measure\" DESC\nLIMIT 18;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"day\" and measure_col=\"month\". CAST was added because \"month\" is stored as TEXT in the SQLite schema but used as a numeric measure."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..621bafe7b38afb5c03ac1d20c2cd7a63220a7b58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:24.784114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:28.163508Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:36.120600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26df737ee33b292b644989c48599eb840a3d492f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=day, measure_col=month. +Result preview: [{"day": "2", "total_measure": 428417.0}, {"day": "1", "total_measure": 388264.0}, {"day": "3", "total_measure": 381658.0}, {"day": "4", "total_measure": 233487.0}, {"day": "7", "total_measure": 190231.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99d5438a693da14484578247fd71164eed7b11f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_acdf881a75271013 +-- problem_id: v2p_c14_4bf111cb8268f934 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("month" AS REAL)) AS "total_measure" +FROM "c14" +GROUP BY "day" +HAVING SUM(CAST("month" AS REAL)) > 8.64 +ORDER BY "total_measure" DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39b7d07679de9e43fc10055c0c7d3087e79d6ab6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"month\" AS REAL)) AS \"total_measure\"\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"month\" AS REAL)) > 8.64\nORDER BY \"total_measure\" DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"month\\\" AS REAL)) AS \\\"total_measure\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS REAL)) > 8.64\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 18;\", \"columns\": [\"day\", \"total_measure\"], \"rows\": [{\"day\": \"2\", \"total_measure\": 428417.0}, {\"day\": \"1\", \"total_measure\": 388264.0}, {\"day\": \"3\", \"total_measure\": 381658.0}, {\"day\": \"4\", \"total_measure\": 233487.0}, {\"day\": \"7\", \"total_measure\": 190231.0}, {\"day\": \"5\", \"total_measure\": 103776.0}, {\"day\": \"6\", \"total_measure\": 5501.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 267.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8716a66dadc06bafb39a94480922adfa7593dfa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:55:24.520682+00:00", + "ended_at": "2026-05-04T08:55:37.369322+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_acdf881a75271013", + "problem_id": "v2p_c14_4bf111cb8268f934", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=day, measure_col=month.", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_acdf881a75271013.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_acdf881a75271013", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 199, + "total_tokens": 24076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3788, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12485.44, + "sql_execution_elapsed_ms_total": 267.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_acdf881a75271013\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4063adfb51b923663d7ae6bd75dbbafbd1eec71b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:37.094519+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12485.44, "started_at": "2026-05-04T08:55:24.577931+00:00", "ended_at": "2026-05-04T08:55:37.063435+00:00", "prompt_metrics": {"chars": 11848, "bytes_utf8": 11848, "lines": 396, "estimated_tokens": 3788}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 199}, "stderr_preview": "2026-05-04T08:55:24.784114Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:28.163508Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.64\\nORDER BY \\\"total_measure\\\" DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"month\\\". CAST was added because \\\"month\\\" is stored as TEXT in the SQLite schema but used as a numeric measure.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edc0421d76e0353616885ea5176ba690e75236a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_acdf881a75271013/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_acdf881a75271013", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 199, + "total_tokens": 24076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3788, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12485.44, + "sql_execution_elapsed_ms_total": 267.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_acdf881a75271013\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bbe698544f78d0965b9c6be8d01143a93255eb65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12083, "bytes_utf8": 12083, "lines": 398, "estimated_tokens": 3867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 23958, "cached_input_tokens": 23424, "output_tokens": 253}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8144629e226ef09e077d8cb23f599c6decab9237 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_aee611af23835dc1", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 253, + "total_tokens": 24211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 162, + "estimated_total_tokens": 4029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.97, + "sql_execution_elapsed_ms_total": 507.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_aee611af23835dc1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73bc48232f9f37d0cf33b403febf3816bcbca1b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:11.227348+00:00", + "ended_at": "2026-05-04T08:34:27.310692+00:00", + "elapsed_ms": 16083.97, + "prompt_metrics": { + "chars": 12083, + "bytes_utf8": 12083, + "lines": 398, + "estimated_tokens": 3867 + }, + "stdout_metrics": { + "chars": 887, + "bytes_utf8": 887, + "lines": 4, + "estimated_tokens": 290 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 529, + "bytes_utf8": 529, + "lines": 1, + "estimated_tokens": 162 + }, + "usage": { + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 253 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d262090476252912408004b1e8e34c585e0cd4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "item_col": "ord_5", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..980bc2b0555a60ce09d6943dc54cf3eb52a54700 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-9d28-70e0-b35c-9dfaa11ba299"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_1\\\", \\\"ord_5\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"nom_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\", \\\"ord_5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"nom_1\\\", item_col=\\\"ord_5\\\", and measure_col=\\\"day\\\". CAST(\\\"day\\\" AS REAL) is applied because the schema stores \\\"day\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":23424,"output_tokens":253}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b14eebf5288e8cf408db0355fb2ebce9a4c90bb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_1\", \"ord_5\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"nom_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_1\", \"ord_5\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"nom_1\", item_col=\"ord_5\", and measure_col=\"day\". CAST(\"day\" AS REAL) is applied because the schema stores \"day\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bdd7caad55cae815ef208596c247f28a80050c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:11.433153Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:13.747426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:26.067103Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..72f4643ab783a1046968e989add281f191a9e428 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=day. +Result preview: [{"nom_1": "Square", "ord_5": "od", "total_measure": 2680.0, "share_within_group": 1.803074645944764}, {"nom_1": "Polygon", "ord_5": "od", "total_measure": 1847.0, "share_within_group": 1.7014103190029202}, {"nom_1": "Trapezoid", "ord_5": "od", "total_measure": 5187.0, "share_within_group": 1.6964896042178388}, {"nom_1": "Circle", "ord_5": "od", "total_measure": 1891.0, "share_within_group": 1.687022151644646}, {"nom_1": "Star", "ord_5": "od", "total_measure": 2312.0, "share_within_group": 1.6818459568772368}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c7e77cc21cf704244a2ba7f4a37169ff6920c9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_aee611af23835dc1 +-- problem_id: v2p_c14_3f1e3adec12fbcab +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", "ord_5", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "nom_1") AS share_within_group +FROM "c14" +GROUP BY "nom_1", "ord_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e9eb5652b0633888b05bc76c3f66f9de5179f79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_1\", \"ord_5\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"nom_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_1\", \"ord_5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_1\\\", \\\"ord_5\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"nom_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\", \\\"ord_5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"nom_1\", \"ord_5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_1\": \"Square\", \"ord_5\": \"od\", \"total_measure\": 2680.0, \"share_within_group\": 1.803074645944764}, {\"nom_1\": \"Polygon\", \"ord_5\": \"od\", \"total_measure\": 1847.0, \"share_within_group\": 1.7014103190029202}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"od\", \"total_measure\": 5187.0, \"share_within_group\": 1.6964896042178388}, {\"nom_1\": \"Circle\", \"ord_5\": \"od\", \"total_measure\": 1891.0, \"share_within_group\": 1.687022151644646}, {\"nom_1\": \"Star\", \"ord_5\": \"od\", \"total_measure\": 2312.0, \"share_within_group\": 1.6818459568772368}, {\"nom_1\": \"Triangle\", \"ord_5\": \"od\", \"total_measure\": 1444.0, \"share_within_group\": 1.607212421392398}, {\"nom_1\": \"Square\", \"ord_5\": \"fO\", \"total_measure\": 1837.0, \"share_within_group\": 1.2359134793285564}, {\"nom_1\": \"Triangle\", \"ord_5\": \"fO\", \"total_measure\": 1044.0, \"share_within_group\": 1.162001224330792}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"fO\", \"total_measure\": 3437.0, \"share_within_group\": 1.1241246905141145}, {\"nom_1\": \"Triangle\", \"ord_5\": \"qP\", \"total_measure\": 1006.0, \"share_within_group\": 1.1197061606099394}, {\"nom_1\": \"Star\", \"ord_5\": \"fO\", \"total_measure\": 1521.0, \"share_within_group\": 1.1064393167864521}, {\"nom_1\": \"Polygon\", \"ord_5\": \"fO\", \"total_measure\": 1177.0, \"share_within_group\": 1.0842230349033226}, {\"nom_1\": \"Circle\", \"ord_5\": \"fO\", \"total_measure\": 1203.0, \"share_within_group\": 1.0732351393064563}, {\"nom_1\": \"Square\", \"ord_5\": \"ek\", \"total_measure\": 1577.0, \"share_within_group\": 1.0609883271100347}, {\"nom_1\": \"Polygon\", \"ord_5\": \"qP\", \"total_measure\": 1146.0, \"share_within_group\": 1.0556666083255801}, {\"nom_1\": \"Triangle\", \"ord_5\": \"Gb\", \"total_measure\": 945.0, \"share_within_group\": 1.0518114530580445}, {\"nom_1\": \"Star\", \"ord_5\": \"Xi\", \"total_measure\": 1423.0, \"share_within_group\": 1.035149998545116}, {\"nom_1\": \"Square\", \"ord_5\": \"sD\", \"total_measure\": 1535.0, \"share_within_group\": 1.0327311871362734}, {\"nom_1\": \"Square\", \"ord_5\": \"Zq\", \"total_measure\": 1527.0, \"share_within_group\": 1.027348874760319}, {\"nom_1\": \"Polygon\", \"ord_5\": \"PQ\", \"total_measure\": 1114.0, \"share_within_group\": 1.0261890066969426}, {\"nom_1\": \"Circle\", \"ord_5\": \"ac\", \"total_measure\": 1132.0, \"share_within_group\": 1.0098937470448117}, {\"nom_1\": \"Circle\", \"ord_5\": \"TZ\", \"total_measure\": 1131.0, \"share_within_group\": 1.0090016147594365}, {\"nom_1\": \"Star\", \"ord_5\": \"CZ\", \"total_measure\": 1385.0, \"share_within_group\": 1.0075072016760265}, {\"nom_1\": \"Circle\", \"ord_5\": \"tP\", \"total_measure\": 1129.0, \"share_within_group\": 1.007217350188686}, {\"nom_1\": \"Polygon\", \"ord_5\": \"Zq\", \"total_measure\": 1090.0, \"share_within_group\": 1.0040808054754644}, {\"nom_1\": \"Circle\", \"ord_5\": \"sD\", \"total_measure\": 1125.0, \"share_within_group\": 1.0036488210471848}, {\"nom_1\": \"Triangle\", \"ord_5\": \"dP\", \"total_measure\": 888.0, \"share_within_group\": 0.9883688574767655}, {\"nom_1\": \"Star\", \"ord_5\": \"Zq\", \"total_measure\": 1342.0, \"share_within_group\": 0.976227194692583}, {\"nom_1\": \"Star\", \"ord_5\": \"Bd\", \"total_measure\": 1341.0, \"share_within_group\": 0.9754997526697122}, {\"nom_1\": \"Triangle\", \"ord_5\": \"ac\", \"total_measure\": 874.0, \"share_within_group\": 0.9727864655796093}, {\"nom_1\": \"Polygon\", \"ord_5\": \"Gb\", \"total_measure\": 1055.0, \"share_within_group\": 0.9718396786941422}, {\"nom_1\": \"Circle\", \"ord_5\": \"Gb\", \"total_measure\": 1086.0, \"share_within_group\": 0.9688556619175491}, {\"nom_1\": \"Square\", \"ord_5\": \"on\", \"total_measure\": 1437.0, \"share_within_group\": 0.9667978605308306}, {\"nom_1\": \"Square\", \"ord_5\": \"Xi\", \"total_measure\": 1435.0, \"share_within_group\": 0.9654522824368419}, {\"nom_1\": \"Triangle\", \"ord_5\": \"Zq\", \"total_measure\": 867.0, \"share_within_group\": 0.9649952696310312}, {\"nom_1\": \"Triangle\", \"ord_5\": \"CZ\", \"total_measure\": 861.0, \"share_within_group\": 0.9583171016751071}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"Gb\", \"total_measure\": 2913.0, \"share_within_group\": 0.9527422820679707}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"Zq\", \"total_measure\": 2912.0, \"share_within_group\": 0.9524152164029972}, {\"nom_1\": \"Polygon\", \"ord_5\": \"TZ\", \"total_measure\": 1033.0, \"share_within_group\": 0.951573827574454}, {\"nom_1\": \"Polygon\", \"ord_5\": \"hp\", \"total_measure\": 1028.0, \"share_within_group\": 0.9469679523199793}, {\"nom_1\": \"Polygon\", \"ord_5\": \"Bd\", \"total_measure\": 1022.0, \"share_within_group\": 0.9414409020146098}, {\"nom_1\": \"Triangle\", \"ord_5\": \"sD\", \"total_measure\": 845.0, \"share_within_group\": 0.9405086537926429}, {\"nom_1\": \"Star\", \"ord_5\": \"gJ\", \"total_measure\": 1291.0, \"share_within_group\": 0.9391276515261734}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"qP\", \"total_measure\": 2866.0, \"share_within_group\": 0.9373701958142137}, {\"nom_1\": \"Square\", \"ord_5\": \"Eg\", \"total_measure\": 1391.0, \"share_within_group\": 0.9358495643690921}, {\"nom_1\": \"Circle\", \"ord_5\": \"CZ\", \"total_measure\": 1049.0, \"share_within_group\": 0.9358467673586639}, {\"nom_1\": \"Circle\", \"ord_5\": \"ek\", \"total_measure\": 1049.0, \"share_within_group\": 0.9358467673586639}, {\"nom_1\": \"Star\", \"ord_5\": \"TZ\", \"total_measure\": 1280.0, \"share_within_group\": 0.9311257892745948}, {\"nom_1\": \"Polygon\", \"ord_5\": \"ac\", \"total_measure\": 1010.0, \"share_within_group\": 0.9303868014038708}, {\"nom_1\": \"Triangle\", \"ord_5\": \"Xi\", \"total_measure\": 835.0, \"share_within_group\": 0.9293783738661028}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 507.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2848ef555a5815f531ec26c9db32e94353d4913 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:34:11.170032+00:00", + "ended_at": "2026-05-04T08:34:27.850502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_aee611af23835dc1", + "problem_id": "v2p_c14_3f1e3adec12fbcab", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=nom_1, measure_col=day.", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "item_col": "ord_5", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_aee611af23835dc1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_aee611af23835dc1", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 253, + "total_tokens": 24211, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 162, + "estimated_total_tokens": 4029, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16083.97, + "sql_execution_elapsed_ms_total": 507.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_aee611af23835dc1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cddb7504da8731ee4ba822b121bb4294a49426c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_aee611af23835dc1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:27.332009+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16083.97, "started_at": "2026-05-04T08:34:11.227348+00:00", "ended_at": "2026-05-04T08:34:27.310692+00:00", "prompt_metrics": {"chars": 12083, "bytes_utf8": 12083, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 23958, "cached_input_tokens": 23424, "output_tokens": 253}, "stderr_preview": "2026-05-04T08:34:11.433153Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:13.747426Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=month.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e58cb247c19f722c559904caf7bece1a59ccb65a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-3954-7993-90ab-26afa08ee31a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_3\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"ord_3\\\" and measure_col bound to \\\"month\\\". Cast \\\"month\\\" to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":22912,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd7670fd71dcba939cac09935d550cd4c6e19b1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_3\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col bound to \"ord_3\" and measure_col bound to \"month\". Cast \"month\" to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c312a2e800598b755402ad8d2893c86f56c3e84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:22.813890Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:25.144332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:33.246566Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b77767b35e07686f25b8b5a9f895f3a912237506 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=month. +Result preview: [{"ord_3": "j", "avg_measure": 5.825820586683978}, {"ord_3": "d", "avg_measure": 5.812373481781377}, {"ord_3": "i", "avg_measure": 5.793282943525385}, {"ord_3": "f", "avg_measure": 5.791502859185132}, {"ord_3": "c", "avg_measure": 5.7878744239631335}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d125413eac2cfc9f8066843e05e7a06875491e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_b06395c6c755c6fa +-- problem_id: v2p_c14_55e659b670f86cec +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..325cb8eb891b99ae1a1a351235c21da7b1859af7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_3\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_3\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_3\", \"avg_measure\"], \"rows\": [{\"ord_3\": \"j\", \"avg_measure\": 5.825820586683978}, {\"ord_3\": \"d\", \"avg_measure\": 5.812373481781377}, {\"ord_3\": \"i\", \"avg_measure\": 5.793282943525385}, {\"ord_3\": \"f\", \"avg_measure\": 5.791502859185132}, {\"ord_3\": \"c\", \"avg_measure\": 5.7878744239631335}, {\"ord_3\": \"k\", \"avg_measure\": 5.77811943114714}, {\"ord_3\": \"n\", \"avg_measure\": 5.777030393622322}, {\"ord_3\": \"h\", \"avg_measure\": 5.770978172999191}, {\"ord_3\": \"e\", \"avg_measure\": 5.767802728423422}, {\"ord_3\": \"b\", \"avg_measure\": 5.756461899966432}, {\"ord_3\": \"a\", \"avg_measure\": 5.7524662660165555}, {\"ord_3\": \"l\", \"avg_measure\": 5.750525966116709}, {\"ord_3\": \"g\", \"avg_measure\": 5.743524241175662}, {\"ord_3\": \"o\", \"avg_measure\": 5.7373674911660775}, {\"ord_3\": \"m\", \"avg_measure\": 5.597560975609756}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 307.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..744bf7f00d6fdd68b96128b897aa1109fc3c3e20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:17:22.591011+00:00", + "ended_at": "2026-05-04T08:17:34.559350+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b06395c6c755c6fa", + "problem_id": "v2p_c14_55e659b670f86cec", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_3, measure_col=month.", + "bindings": { + "group_col": "ord_3", + "measure_col": "month", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b06395c6c755c6fa.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b06395c6c755c6fa", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 133, + "total_tokens": 23972, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 95, + "estimated_total_tokens": 3843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11573.94, + "sql_execution_elapsed_ms_total": 307.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b06395c6c755c6fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33d7a2dbf8fc7e268d7541a762fec0ac528d1d39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b06395c6c755c6fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:34.243765+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11573.94, "started_at": "2026-05-04T08:17:22.650765+00:00", "ended_at": "2026-05-04T08:17:34.223680+00:00", "prompt_metrics": {"chars": 11693, "bytes_utf8": 11693, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 23839, "cached_input_tokens": 22912, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:17:22.813890Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:25.144332Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=month.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..708a5995e7d91b87dbcebab29fa89ce0614f3deb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-3edf-7041-be17-f54a556ac3b5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"bin_1\\\",\\n AVG(CAST(\\\"month\\\" AS REAL)) OVER (PARTITION BY \\\"bin_1\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"bin_1\\\" and measure_col=\\\"month\\\". CAST was added so SQLite computes the average numerically because \\\"month\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23850,"cached_input_tokens":22912,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb8401808f2747ba1db1b204f2cf9ea5ebd943a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"bin_1\",\n AVG(CAST(\"month\" AS REAL)) OVER (PARTITION BY \"bin_1\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"bin_1\" and measure_col=\"month\". CAST was added so SQLite computes the average numerically because \"month\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca52366fbd82cbc0ecbd9bc2a7617ca241e1112e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:26.054677Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:28.455679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:38.324104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abc6fbfca2221f63794054cdd825a7ebf5575649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=month. +Result preview: [{"bin_1": "0", "avg_measure": 5.7740810158821265}, {"bin_1": "1", "avg_measure": 5.762515912810787}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..04d3e39736b15182781851a9c6000ec9735b730c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_b1df69eff5430dfd +-- problem_id: v2p_c14_c88874444f8a333c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "bin_1", + AVG(CAST("month" AS REAL)) OVER (PARTITION BY "bin_1") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70e21bbf25f66a0697f55b5c1401d5010ea1a442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT\n \"bin_1\",\n AVG(CAST(\"month\" AS REAL)) OVER (PARTITION BY \"bin_1\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT\\n \\\"bin_1\\\",\\n AVG(CAST(\\\"month\\\" AS REAL)) OVER (PARTITION BY \\\"bin_1\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"bin_1\", \"avg_measure\"], \"rows\": [{\"bin_1\": \"0\", \"avg_measure\": 5.7740810158821265}, {\"bin_1\": \"1\", \"avg_measure\": 5.762515912810787}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 998.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e0069c0777d1ba5ca70f78aeeebfdaa7b91155e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:41:25.772751+00:00", + "ended_at": "2026-05-04T08:41:40.083899+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b1df69eff5430dfd", + "problem_id": "v2p_c14_c88874444f8a333c", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=bin_1, measure_col=month.", + "bindings": { + "group_col": "bin_1", + "measure_col": "month", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b1df69eff5430dfd.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b1df69eff5430dfd", + "api_calls": 0, + "input_tokens": 23850, + "cached_input_tokens": 22912, + "output_tokens": 205, + "total_tokens": 24055, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3759, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3868, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13219.31, + "sql_execution_elapsed_ms_total": 998.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b1df69eff5430dfd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45098d7cc935e9b7e1be391328e1ad1a6334d80c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b1df69eff5430dfd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:39.075387+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13219.31, "started_at": "2026-05-04T08:41:25.830954+00:00", "ended_at": "2026-05-04T08:41:39.050558+00:00", "prompt_metrics": {"chars": 11769, "bytes_utf8": 11769, "lines": 396, "estimated_tokens": 3759}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23850, "cached_input_tokens": 22912, "output_tokens": 205}, "stderr_preview": "2026-05-04T08:41:26.054677Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:28.455679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b20c0bbf2da009b77886de561a5284a9fc28d2e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df227-bee5-7623-ae9c-6c84f5a130b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"nom_2\\\" group via window functions and casts \\\"ord_0\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":19840,"output_tokens":417}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d47dec87b02372997d801ef108ea97d70e329d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"nom_2\",\n \"measure_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_2\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"nom_2\" group via window functions and casts \"ord_0\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d22420a4b2b07aef33c1512ef5462d1a2d920430 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:04.356282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:06.735157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:19.656296Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6b1907cd7e40eb0c004840e95f6dc73ebb8d98d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=ord_0. +Result preview: [{"nom_2": "Axolotl", "percentile_measure": 3.0}, {"nom_2": "Cat", "percentile_measure": 3.0}, {"nom_2": "Dog", "percentile_measure": 3.0}, {"nom_2": "Hamster", "percentile_measure": 3.0}, {"nom_2": "Lion", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09daf5e56ea97fb518ebd9cf751bab2893c731b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_b28565ebf7800378 +-- problem_id: v2p_c14_fce8d5e04c056230 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_2" + ) AS "cnt" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"picked" AS ( + SELECT + "nom_2", + "measure_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "nom_2", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..202d0b1c641a50f3ea91f5172913c24117f7e3cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_2\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_2\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_2\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_2\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"nom_2\",\n \"measure_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_2\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_2\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_2\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_2\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_2\", \"percentile_measure\"], \"rows\": [{\"nom_2\": \"Axolotl\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Cat\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Dog\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Hamster\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Lion\", \"percentile_measure\": 3.0}, {\"nom_2\": \"Snake\", \"percentile_measure\": 3.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1342.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bae2e333ec3b5aad5a408b4d90e89414c7211fa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:43:04.077834+00:00", + "ended_at": "2026-05-04T08:43:21.747905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b28565ebf7800378", + "problem_id": "v2p_c14_fce8d5e04c056230", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=ord_0.", + "bindings": { + "group_col": "nom_2", + "measure_col": "ord_0", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b28565ebf7800378.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b28565ebf7800378", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 417, + "total_tokens": 24298, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 300, + "estimated_total_tokens": 4090, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16243.46, + "sql_execution_elapsed_ms_total": 1342.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b28565ebf7800378\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df0f011ff80cb3b1d8f44de8dd4e80b6ace74236 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b28565ebf7800378/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:43:20.392906+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16243.46, "started_at": "2026-05-04T08:43:04.134547+00:00", "ended_at": "2026-05-04T08:43:20.378982+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 932, "bytes_utf8": 932, "lines": 1, "estimated_tokens": 300}, "usage": {"input_tokens": 23881, "cached_input_tokens": 19840, "output_tokens": 417}, "stderr_preview": "2026-05-04T08:43:04.356282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:06.735157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=target, measure_col=ord_0.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1f3c71e26cc77751962ddd18ae82e3dd0b82235 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-d3d1-7293-b0ba-9dc57a608dd7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"target\\\", SUM(\\\"ord_0\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nHAVING SUM(\\\"ord_0\\\") > 2.32\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Uses the provided Thresholded Group Ranking template with group_col=\\\"target\\\" and measure_col=\\\"ord_0\\\". In SQLite, SUM will coerce numeric text values in \\\"ord_0\\\" to numbers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":19840,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63980ff3ac6ad154f3aaa4513ab7960949b049a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"target\", SUM(\"ord_0\") AS total_measure\nFROM \"c14\"\nGROUP BY \"target\"\nHAVING SUM(\"ord_0\") > 2.32\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Uses the provided Thresholded Group Ranking template with group_col=\"target\" and measure_col=\"ord_0\". In SQLite, SUM will coerce numeric text values in \"ord_0\" to numbers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6dd4fad60a5d0b974d103ca7688412d4a5909e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:16.166547Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:18.525512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:27.092562Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ac909712fe618f5af0480c3bc47c1213eae2fec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=target, measure_col=ord_0. +Result preview: [{"target": "0", "total_measure": 299214}, {"target": "1", "total_measure": 144656}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d32194b734753315df0f045183def78a929a74f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_b30277d961ab4be3 +-- problem_id: v2p_c14_da613c368c002395 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", SUM("ord_0") AS total_measure +FROM "c14" +GROUP BY "target" +HAVING SUM("ord_0") > 2.32 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b06663dc3fa52a961b55f4021953777c23da80b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"target\", SUM(\"ord_0\") AS total_measure\nFROM \"c14\"\nGROUP BY \"target\"\nHAVING SUM(\"ord_0\") > 2.32\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"target\\\", SUM(\\\"ord_0\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nHAVING SUM(\\\"ord_0\\\") > 2.32\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"target\", \"total_measure\"], \"rows\": [{\"target\": \"0\", \"total_measure\": 299214}, {\"target\": \"1\", \"total_measure\": 144656}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 292.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8a5b00ae9214f2b8bb86ce00f695ddc79a7afef1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:56:15.873116+00:00", + "ended_at": "2026-05-04T08:56:28.211948+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b30277d961ab4be3", + "problem_id": "v2p_c14_da613c368c002395", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=target, measure_col=ord_0.", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b30277d961ab4be3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b30277d961ab4be3", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 178, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11956.32, + "sql_execution_elapsed_ms_total": 292.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b30277d961ab4be3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c038d29ccdf58850a96c983de4fef1f7bd2b3ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:27.907442+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11956.32, "started_at": "2026-05-04T08:56:15.927584+00:00", "ended_at": "2026-05-04T08:56:27.883748+00:00", "prompt_metrics": {"chars": 11854, "bytes_utf8": 11854, "lines": 396, "estimated_tokens": 3792}, "response_metrics": {"chars": 405, "bytes_utf8": 405, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23881, "cached_input_tokens": 19840, "output_tokens": 178}, "stderr_preview": "2026-05-04T08:56:16.166547Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:18.525512Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.32\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Uses the provided Thresholded Group Ranking template with group_col=\\\"target\\\" and measure_col=\\\"ord_0\\\". In SQLite, SUM will coerce numeric text values in \\\"ord_0\\\" to numbers.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b888db5eb6d8bbc0e52d3871f3869fb6d314eda6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b30277d961ab4be3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b30277d961ab4be3", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 178, + "total_tokens": 24059, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3904, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11956.32, + "sql_execution_elapsed_ms_total": 292.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b30277d961ab4be3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2de9c771c180bf133ce9c45279cd35b2755d06de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2a0f7c9dc49571b519bc9095467abe9df1d4c779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b3bbb2903b7b932f", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11197.43, + "sql_execution_elapsed_ms_total": 278.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b3bbb2903b7b932f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0880c6a564358afcd46c9539a686a304a1ca667a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:27:35.620626+00:00", + "ended_at": "2026-05-04T08:27:46.818418+00:00", + "elapsed_ms": 11197.43, + "prompt_metrics": { + "chars": 11918, + "bytes_utf8": 11918, + "lines": 399, + "estimated_tokens": 3813 + }, + "stdout_metrics": { + "chars": 714, + "bytes_utf8": 714, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f1ad8a1dddf729dd042a467e50aab7dff9e5247 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_2, condition_col=bin_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_2", + "condition_col": "bin_1", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6bf98f6f940ad8358292bdb33ddc7675d6c4edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-93d8-7791-8ce1-c8def3bd0175"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"nom_2\\\" and condition_col=\\\"bin_1\\\", using condition_value='0' as bound in the problem instance.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fab92d7dc5611cb08f35efc4aa6c5b92c211e2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"bin_1\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"nom_2\" and condition_col=\"bin_1\", using condition_value='0' as bound in the problem instance."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f27ee831c33eecde3b9543b23e9487b278c85629 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:35.835614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:38.436474Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:46.046693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d7a3d3c8a83e4324974bca907a4a0bd6371efd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_2, condition_col=bin_1. +Result preview: [{"nom_2": "Lion", "condition_rate": 0.7460980305049607}, {"nom_2": "Hamster", "condition_rate": 0.7455827991996473}, {"nom_2": "Dog", "condition_rate": 0.7430295908556778}, {"nom_2": "Snake", "condition_rate": 0.7422736466647818}, {"nom_2": "Cat", "condition_rate": 0.741718520308504}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfb97fc4537d17633c6f8cee1b8cc85a9d37bad9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_b3bbb2903b7b932f +-- problem_id: v2p_c14_8c0cf30b6b666abc +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "bin_1" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e19b712f2de6f3a2ee1a64f4dde8166bcd0e26a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"bin_1\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_2\", \"condition_rate\"], \"rows\": [{\"nom_2\": \"Lion\", \"condition_rate\": 0.7460980305049607}, {\"nom_2\": \"Hamster\", \"condition_rate\": 0.7455827991996473}, {\"nom_2\": \"Dog\", \"condition_rate\": 0.7430295908556778}, {\"nom_2\": \"Snake\", \"condition_rate\": 0.7422736466647818}, {\"nom_2\": \"Cat\", \"condition_rate\": 0.741718520308504}, {\"nom_2\": \"Axolotl\", \"condition_rate\": 0.7381281824219614}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 278.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..844424b1abc7a27a19aa27dc81ae8450d1de6e43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:27:35.555448+00:00", + "ended_at": "2026-05-04T08:27:47.172455+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b3bbb2903b7b932f", + "problem_id": "v2p_c14_8c0cf30b6b666abc", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_2, condition_col=bin_1.", + "bindings": { + "group_col": "nom_2", + "condition_col": "bin_1", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b3bbb2903b7b932f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b3bbb2903b7b932f", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3921, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11197.43, + "sql_execution_elapsed_ms_total": 278.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b3bbb2903b7b932f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36ccbce381174861ef29b9cba899be43e7f002f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b3bbb2903b7b932f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:46.836249+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11197.43, "started_at": "2026-05-04T08:27:35.620626+00:00", "ended_at": "2026-05-04T08:27:46.818418+00:00", "prompt_metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:27:35.835614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:38.436474Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_3, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_3", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..116f82cd7ec53995a06446acfb816bd60ad9f118 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-3c56-79b2-b7df-53051a08d026"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"bin_3\\\", target_col=\\\"target\\\", target_value='1', min_support=4, top_k=16.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..418cc5bfc41034573e23c62efaebca0689418a5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;","notes":"Used the required template with fixed bindings: group_col=\"bin_3\", target_col=\"target\", target_value='1', min_support=4, top_k=16."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f99537050f3ac2e745643c8e200f9495998050f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:15.263037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:17.758331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:25.629641Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..884eb863345553d382968f4f2ceafcbdaee4787f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_3, target_col=target. +Result preview: [{"bin_3": "F", "support": 146465, "focus_rate": 0.309384494589151}, {"bin_3": "T", "support": 153535, "focus_rate": 0.30253688084150193}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb860ad0cfaf7aec132a6f92449084f727607188 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_b4849bf67bf2ea4e +-- problem_id: v2p_c14_5dc1959874bc373f +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d3ed85a8b99522f957bda82b9eaa7d566fc1049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_3\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_3\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_3\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\", \"columns\": [\"bin_3\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_3\": \"F\", \"support\": 146465, \"focus_rate\": 0.309384494589151}, {\"bin_3\": \"T\", \"support\": 153535, \"focus_rate\": 0.30253688084150193}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 238.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53baf6a207fe950b7885ffc5b756c06c1c419380 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:51:14.880769+00:00", + "ended_at": "2026-05-04T08:51:26.725673+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b4849bf67bf2ea4e", + "problem_id": "v2p_c14_5dc1959874bc373f", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_3, target_col=target.", + "bindings": { + "group_col": "bin_3", + "target_col": "target", + "target_value": "1", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b4849bf67bf2ea4e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b4849bf67bf2ea4e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 147, + "total_tokens": 24099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3994, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11518.29, + "sql_execution_elapsed_ms_total": 238.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b4849bf67bf2ea4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..079fa9980ed7d528c4222fbc833258b5c4f5287a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:26.478522+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11518.29, "started_at": "2026-05-04T08:51:14.937204+00:00", "ended_at": "2026-05-04T08:51:26.453964+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:51:15.263037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:17.758331Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 16;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"bin_3\\\", target_col=\\\"target\\\", target_value='1', min_support=4, top_k=16.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dff5e4e9b475de06145789b9c9643cee7359e3ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b4849bf67bf2ea4e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b4849bf67bf2ea4e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 147, + "total_tokens": 24099, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3994, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11518.29, + "sql_execution_elapsed_ms_total": 238.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b4849bf67bf2ea4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8444e231de8739c10425ce6e70fd28386697afe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12092, "bytes_utf8": 12092, "lines": 398, "estimated_tokens": 3868}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 23959, "cached_input_tokens": 23424, "output_tokens": 217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..098a5a64e283dc6bcdbf885ec7de04e380257dd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b6f0c3f0d1125dcc", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 23424, + "output_tokens": 217, + "total_tokens": 24176, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 162, + "estimated_total_tokens": 4030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12290.8, + "sql_execution_elapsed_ms_total": 585.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b6f0c3f0d1125dcc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa8116b1dbdbdf988eb6a3c67604a46ff375fead --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:32:42.166682+00:00", + "ended_at": "2026-05-04T08:32:54.457804+00:00", + "elapsed_ms": 12290.8, + "prompt_metrics": { + "chars": 12092, + "bytes_utf8": 12092, + "lines": 398, + "estimated_tokens": 3868 + }, + "stdout_metrics": { + "chars": 915, + "bytes_utf8": 915, + "lines": 4, + "estimated_tokens": 286 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 561, + "bytes_utf8": 561, + "lines": 1, + "estimated_tokens": 162 + }, + "usage": { + "input_tokens": 23959, + "cached_input_tokens": 23424, + "output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e103aa42bf537e674aa1296acf2d0114eef4817b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, measure_col=month.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "item_col": "nom_8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31ff7fb384b44a0c101dd8ad63d5c21fa91964e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-4138-7251-a87d-07ff5a31bbfa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_3\\\", \\\"nom_8\\\",\\n SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"month\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"month\\\" AS REAL))) OVER (PARTITION BY \\\"bin_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_8\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the planned template with group_col=\\\"bin_3\\\", item_col=\\\"nom_8\\\", and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":23424,"output_tokens":217}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eed87dd14999b63a132f66296b5dd50fcefdf5a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_3\", \"nom_8\",\n SUM(CAST(\"month\" AS REAL)) AS total_measure,\n SUM(CAST(\"month\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"month\" AS REAL))) OVER (PARTITION BY \"bin_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_8\"\nORDER BY share_within_group DESC;","notes":"Applied the planned template with group_col=\"bin_3\", item_col=\"nom_8\", and measure_col=\"month\". Cast \"month\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..977ea8a2dbc377ad3ad299d92b3769e6481d04f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:42.368896Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:44.779178Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:53.686756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5d60f50a8b81dd5559e3904e60051f3ddb3b0d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, measure_col=month. +Result preview: [{"bin_3": "F", "nom_8": "b7f127f12", "total_measure": 942.0, "share_within_group": 0.1114993466280325}, {"bin_3": "T", "nom_8": "c720f85ca", "total_measure": 976.0, "share_within_group": 0.11009762139503614}, {"bin_3": "T", "nom_8": "d69adef8b", "total_measure": 970.0, "share_within_group": 0.10942079175531255}, {"bin_3": "T", "nom_8": "d9e105c14", "total_measure": 963.0, "share_within_group": 0.10863115717563504}, {"bin_3": "F", "nom_8": "e482967f3", "total_measure": 900.0, "share_within_group": 0.10652803817964888}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ecbb46ad226f3394a954ab943e09782b1db4935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_b6f0c3f0d1125dcc +-- problem_id: v2p_c14_425ec0298a4d4ac6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_8", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "bin_3") AS share_within_group +FROM "c14" +GROUP BY "bin_3", "nom_8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05cfd21bab683223ad5d0c8a5b2f48d83b8018d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_3\", \"nom_8\",\n SUM(CAST(\"month\" AS REAL)) AS total_measure,\n SUM(CAST(\"month\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"month\" AS REAL))) OVER (PARTITION BY \"bin_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_8\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_3\\\", \\\"nom_8\\\",\\n SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"month\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"month\\\" AS REAL))) OVER (PARTITION BY \\\"bin_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_8\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"bin_3\", \"nom_8\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_3\": \"F\", \"nom_8\": \"b7f127f12\", \"total_measure\": 942.0, \"share_within_group\": 0.1114993466280325}, {\"bin_3\": \"T\", \"nom_8\": \"c720f85ca\", \"total_measure\": 976.0, \"share_within_group\": 0.11009762139503614}, {\"bin_3\": \"T\", \"nom_8\": \"d69adef8b\", \"total_measure\": 970.0, \"share_within_group\": 0.10942079175531255}, {\"bin_3\": \"T\", \"nom_8\": \"d9e105c14\", \"total_measure\": 963.0, \"share_within_group\": 0.10863115717563504}, {\"bin_3\": \"F\", \"nom_8\": \"e482967f3\", \"total_measure\": 900.0, \"share_within_group\": 0.10652803817964888}, {\"bin_3\": \"T\", \"nom_8\": \"1abfd700c\", \"total_measure\": 923.0, \"share_within_group\": 0.10411895957747781}, {\"bin_3\": \"F\", \"nom_8\": \"3915fff41\", \"total_measure\": 877.0, \"share_within_group\": 0.10380565498172452}, {\"bin_3\": \"F\", \"nom_8\": \"fa79eefba\", \"total_measure\": 874.0, \"share_within_group\": 0.1034505615211257}, {\"bin_3\": \"F\", \"nom_8\": \"bb2c599dd\", \"total_measure\": 873.0, \"share_within_group\": 0.10333219703425942}, {\"bin_3\": \"F\", \"nom_8\": \"63572f4db\", \"total_measure\": 872.0, \"share_within_group\": 0.10321383254739314}, {\"bin_3\": \"F\", \"nom_8\": \"c3938ecbe\", \"total_measure\": 872.0, \"share_within_group\": 0.10321383254739314}, {\"bin_3\": \"F\", \"nom_8\": \"c72b78ad7\", \"total_measure\": 872.0, \"share_within_group\": 0.10321383254739314}, {\"bin_3\": \"T\", \"nom_8\": \"f91f3b1ee\", \"total_measure\": 914.0, \"share_within_group\": 0.10310371511789244}, {\"bin_3\": \"F\", \"nom_8\": \"cf61d0c57\", \"total_measure\": 871.0, \"share_within_group\": 0.10309546806052687}, {\"bin_3\": \"T\", \"nom_8\": \"5fc70d251\", \"total_measure\": 912.0, \"share_within_group\": 0.10287810523798459}, {\"bin_3\": \"T\", \"nom_8\": \"81782d94a\", \"total_measure\": 910.0, \"share_within_group\": 0.10265249535807672}, {\"bin_3\": \"F\", \"nom_8\": \"a7c105119\", \"total_measure\": 867.0, \"share_within_group\": 0.10262201011306175}, {\"bin_3\": \"T\", \"nom_8\": \"ebc6cb63d\", \"total_measure\": 908.0, \"share_within_group\": 0.10242688547816886}, {\"bin_3\": \"F\", \"nom_8\": \"a666f7dc4\", \"total_measure\": 863.0, \"share_within_group\": 0.10214855216559665}, {\"bin_3\": \"F\", \"nom_8\": \"aa08275e7\", \"total_measure\": 860.0, \"share_within_group\": 0.10179345870499783}, {\"bin_3\": \"F\", \"nom_8\": \"8a9cb6fd2\", \"total_measure\": 855.0, \"share_within_group\": 0.10120163627066645}, {\"bin_3\": \"T\", \"nom_8\": \"8a2663908\", \"total_measure\": 897.0, \"share_within_group\": 0.10118603113867562}, {\"bin_3\": \"T\", \"nom_8\": \"9c093c194\", \"total_measure\": 897.0, \"share_within_group\": 0.10118603113867562}, {\"bin_3\": \"T\", \"nom_8\": \"57f7ced2c\", \"total_measure\": 896.0, \"share_within_group\": 0.1010732261987217}, {\"bin_3\": \"T\", \"nom_8\": \"de9c9f684\", \"total_measure\": 895.0, \"share_within_group\": 0.10096042125876777}, {\"bin_3\": \"T\", \"nom_8\": \"27edab94e\", \"total_measure\": 894.0, \"share_within_group\": 0.10084761631881384}, {\"bin_3\": \"T\", \"nom_8\": \"d1316ead6\", \"total_measure\": 894.0, \"share_within_group\": 0.10084761631881384}, {\"bin_3\": \"F\", \"nom_8\": \"3032ce76e\", \"total_measure\": 849.0, \"share_within_group\": 0.10049144934946878}, {\"bin_3\": \"F\", \"nom_8\": \"6f08eb834\", \"total_measure\": 849.0, \"share_within_group\": 0.10049144934946878}, {\"bin_3\": \"F\", \"nom_8\": \"fdcd0dada\", \"total_measure\": 849.0, \"share_within_group\": 0.10049144934946878}, {\"bin_3\": \"T\", \"nom_8\": \"079e91baa\", \"total_measure\": 890.0, \"share_within_group\": 0.10039639655899811}, {\"bin_3\": \"F\", \"nom_8\": \"265b7da28\", \"total_measure\": 847.0, \"share_within_group\": 0.10025472037573623}, {\"bin_3\": \"F\", \"nom_8\": \"5013e2094\", \"total_measure\": 846.0, \"share_within_group\": 0.10013635588886995}, {\"bin_3\": \"F\", \"nom_8\": \"db3352558\", \"total_measure\": 846.0, \"share_within_group\": 0.10013635588886995}, {\"bin_3\": \"F\", \"nom_8\": \"1d74cabd7\", \"total_measure\": 845.0, \"share_within_group\": 0.10001799140200368}, {\"bin_3\": \"F\", \"nom_8\": \"32e87c9d3\", \"total_measure\": 845.0, \"share_within_group\": 0.10001799140200368}, {\"bin_3\": \"F\", \"nom_8\": \"d249a507d\", \"total_measure\": 843.0, \"share_within_group\": 0.09978126242827112}, {\"bin_3\": \"T\", \"nom_8\": \"81f379d0f\", \"total_measure\": 884.0, \"share_within_group\": 0.09971956691927453}, {\"bin_3\": \"F\", \"nom_8\": \"e5236bb77\", \"total_measure\": 842.0, \"share_within_group\": 0.09966289794140484}, {\"bin_3\": \"T\", \"nom_8\": \"be5418e47\", \"total_measure\": 883.0, \"share_within_group\": 0.0996067619793206}, {\"bin_3\": \"F\", \"nom_8\": \"6da888acf\", \"total_measure\": 838.0, \"share_within_group\": 0.09918943999393974}, {\"bin_3\": \"F\", \"nom_8\": \"4d70170c4\", \"total_measure\": 836.0, \"share_within_group\": 0.09895271102020718}, {\"bin_3\": \"F\", \"nom_8\": \"5213ff772\", \"total_measure\": 836.0, \"share_within_group\": 0.09895271102020718}, {\"bin_3\": \"F\", \"nom_8\": \"de9c9f684\", \"total_measure\": 836.0, \"share_within_group\": 0.09895271102020718}, {\"bin_3\": \"T\", \"nom_8\": \"dab3adf54\", \"total_measure\": 874.0, \"share_within_group\": 0.09859151751973523}, {\"bin_3\": \"T\", \"nom_8\": \"56304bd77\", \"total_measure\": 873.0, \"share_within_group\": 0.09847871257978129}, {\"bin_3\": \"T\", \"nom_8\": \"9faa5dded\", \"total_measure\": 869.0, \"share_within_group\": 0.09802749281996558}, {\"bin_3\": \"F\", \"nom_8\": \"7811c5ce4\", \"total_measure\": 828.0, \"share_within_group\": 0.09800579512527698}, {\"bin_3\": \"F\", \"nom_8\": \"ea392401b\", \"total_measure\": 827.0, \"share_within_group\": 0.0978874306384107}, {\"bin_3\": \"T\", \"nom_8\": \"eb9a2b2d7\", \"total_measure\": 867.0, \"share_within_group\": 0.0978018829400577}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 585.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d961cb6175323eca1e875cc1176aa5ae53a1ce6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:32:42.104044+00:00", + "ended_at": "2026-05-04T08:32:55.088245+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b6f0c3f0d1125dcc", + "problem_id": "v2p_c14_425ec0298a4d4ac6", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, measure_col=month.", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "item_col": "nom_8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b6f0c3f0d1125dcc.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b6f0c3f0d1125dcc", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 23424, + "output_tokens": 217, + "total_tokens": 24176, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 162, + "estimated_total_tokens": 4030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12290.8, + "sql_execution_elapsed_ms_total": 585.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b6f0c3f0d1125dcc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6a579134b986ffb82667b6f7ddc0a4dd255e760 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b6f0c3f0d1125dcc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:54.490969+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12290.8, "started_at": "2026-05-04T08:32:42.166682+00:00", "ended_at": "2026-05-04T08:32:54.457804+00:00", "prompt_metrics": {"chars": 12092, "bytes_utf8": 12092, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 561, "bytes_utf8": 561, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 23959, "cached_input_tokens": 23424, "output_tokens": 217}, "stderr_preview": "2026-05-04T08:32:42.368896Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:44.779178Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e51b98e46890db48ddc41d60a31b51fd212cfc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-bbff-7330-b613-7adcb07d3699"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=15.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":23424,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a68494b35f8b5bdf4135ef08dd21bfec8cf46741 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"nom_2\", target_col=\"target\", target_value='1', min_support=4, and top_k=15."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8104bc60c0a5a8fcc77813e8703be5b1ff721303 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:53.471937Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:55.908354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:53:04.886394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c3c99bb3c9c0829ea94f8535057ee2bd96d8f3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, target_col=target. +Result preview: [{"nom_2": "Hamster", "support": 29487, "focus_rate": 0.3592091430121749}, {"nom_2": "Cat", "support": 49659, "focus_rate": 0.3353672043335548}, {"nom_2": "Axolotl", "support": 36136, "focus_rate": 0.31901704671241976}, {"nom_2": "Snake", "support": 45979, "focus_rate": 0.30716196524500317}, {"nom_2": "Lion", "support": 101295, "focus_rate": 0.293084555012587}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cca98f517a7471651cd4e1f5f5195b57464f0c0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_b853d39cd1e8a870 +-- problem_id: v2p_c14_8f0f7b78608e3517 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c205156b31704ebb4079469d052ad62928952bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\", \"columns\": [\"nom_2\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_2\": \"Hamster\", \"support\": 29487, \"focus_rate\": 0.3592091430121749}, {\"nom_2\": \"Cat\", \"support\": 49659, \"focus_rate\": 0.3353672043335548}, {\"nom_2\": \"Axolotl\", \"support\": 36136, \"focus_rate\": 0.31901704671241976}, {\"nom_2\": \"Snake\", \"support\": 45979, \"focus_rate\": 0.30716196524500317}, {\"nom_2\": \"Lion\", \"support\": 101295, \"focus_rate\": 0.293084555012587}, {\"nom_2\": \"Dog\", \"support\": 37444, \"focus_rate\": 0.24513940818288643}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 272.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..37f8dce0dcaa0a884a942a6497e5b0d7344b23cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:52:53.153360+00:00", + "ended_at": "2026-05-04T08:53:05.890198+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b853d39cd1e8a870", + "problem_id": "v2p_c14_8f0f7b78608e3517", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_2, target_col=target.", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b853d39cd1e8a870.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b853d39cd1e8a870", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12379.11, + "sql_execution_elapsed_ms_total": 272.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b853d39cd1e8a870\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf302a98c56331c19ccc3e48ebea86ca63ceb28a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:53:05.608617+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12379.11, "started_at": "2026-05-04T08:52:53.206852+00:00", "ended_at": "2026-05-04T08:53:05.585575+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 23424, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:52:53.471937Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:55.908354Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 15;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=15.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5078ac9b956730bfd82936ef89074d17b0d3dea3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b853d39cd1e8a870/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b853d39cd1e8a870", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 23424, + "output_tokens": 151, + "total_tokens": 24103, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12379.11, + "sql_execution_elapsed_ms_total": 272.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b853d39cd1e8a870\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a869c403fa456a93c2dabdaf96db53b385e87a47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_5": "f7821e391", "support": 2801, "avg_response": 5.821135308818279}, {"nom_5": "06eeaf0aa", "support": 2750, "avg_response": 5.678181818181818}, {"nom_5": "472efea17", "support": 2729, "avg_response": 5.783803591058996}, {"nom_5": "20b10a832", "support": 2725, "avg_response": 5.771376146788991}, {"nom_5": "b97f51ac4", "support": 2717, "avg_response": 5.784688995215311}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86472435bb052516484109c7200f9d39c6f20d98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_b8eb12442d4a6dcd +-- problem_id: v2p_c14_aeb8d480fbbdf851 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d12586042fe970cc99a9a8a641da32090201c0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_b8eb12442d4a6dcd\n-- problem_id: v2p_c14_aeb8d480fbbdf851\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_5\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_b8eb12442d4a6dcd\\n-- problem_id: v2p_c14_aeb8d480fbbdf851\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_5\", \"support\", \"avg_response\"], \"rows\": [{\"nom_5\": \"f7821e391\", \"support\": 2801, \"avg_response\": 5.821135308818279}, {\"nom_5\": \"06eeaf0aa\", \"support\": 2750, \"avg_response\": 5.678181818181818}, {\"nom_5\": \"472efea17\", \"support\": 2729, \"avg_response\": 5.783803591058996}, {\"nom_5\": \"20b10a832\", \"support\": 2725, \"avg_response\": 5.771376146788991}, {\"nom_5\": \"b97f51ac4\", \"support\": 2717, \"avg_response\": 5.784688995215311}, {\"nom_5\": \"475e79160\", \"support\": 2714, \"avg_response\": 5.689756816507001}, {\"nom_5\": \"778fdbe56\", \"support\": 2692, \"avg_response\": 5.763744427934621}, {\"nom_5\": \"416a8f3ab\", \"support\": 2683, \"avg_response\": 5.776369735370854}, {\"nom_5\": \"6c90f81cd\", \"support\": 2674, \"avg_response\": 5.6821241585639495}, {\"nom_5\": \"5a466e166\", \"support\": 2673, \"avg_response\": 5.7059483726150395}, {\"nom_5\": \"640e1fdd5\", \"support\": 2670, \"avg_response\": 5.677902621722846}, {\"nom_5\": \"72f8028dc\", \"support\": 2663, \"avg_response\": 5.840030041306797}, {\"nom_5\": \"e9f44a509\", \"support\": 2653, \"avg_response\": 5.752355823595929}, {\"nom_5\": \"4845cc770\", \"support\": 2650, \"avg_response\": 5.874716981132075}, {\"nom_5\": \"4e28ceffa\", \"support\": 2643, \"avg_response\": 5.802118804388952}, {\"nom_5\": \"46cab09da\", \"support\": 2639, \"avg_response\": 5.689655172413793}, {\"nom_5\": \"83b38aa6b\", \"support\": 2630, \"avg_response\": 5.790494296577947}, {\"nom_5\": \"2ff007c26\", \"support\": 2630, \"avg_response\": 5.70190114068441}, {\"nom_5\": \"de04b8750\", \"support\": 2613, \"avg_response\": 5.817451205510907}, {\"nom_5\": \"eb69430d6\", \"support\": 2603, \"avg_response\": 5.804840568574721}, {\"nom_5\": \"5a94fc1d9\", \"support\": 2597, \"avg_response\": 5.6476703889102815}, {\"nom_5\": \"50f116bcf\", \"support\": 2594, \"avg_response\": 5.740169622205089}, {\"nom_5\": \"908a1b9c9\", \"support\": 2579, \"avg_response\": 5.778984102365258}, {\"nom_5\": \"bd40c81f3\", \"support\": 2577, \"avg_response\": 5.768335273573923}, {\"nom_5\": \"66669a44f\", \"support\": 2554, \"avg_response\": 5.815583398590446}, {\"nom_5\": \"9ad6558d1\", \"support\": 2545, \"avg_response\": 5.820039292730844}, {\"nom_5\": \"0b3bec656\", \"support\": 2535, \"avg_response\": 5.733727810650888}, {\"nom_5\": \"3263bdce5\", \"support\": 2524, \"avg_response\": 5.788827258320127}, {\"nom_5\": \"30a15b6bd\", \"support\": 2477, \"avg_response\": 5.756964069438837}, {\"nom_5\": \"3685a0904\", \"support\": 2457, \"avg_response\": 5.854700854700854}, {\"nom_5\": \"e70a6270d\", \"support\": 2449, \"avg_response\": 5.754593711719069}, {\"nom_5\": \"91bde92fa\", \"support\": 2433, \"avg_response\": 5.79284833538841}, {\"nom_5\": \"115a252ba\", \"support\": 2399, \"avg_response\": 5.775323051271363}, {\"nom_5\": \"df51b96fc\", \"support\": 2391, \"avg_response\": 5.710581346716855}, {\"nom_5\": \"5b1a9f841\", \"support\": 2389, \"avg_response\": 5.707827542904981}, {\"nom_5\": \"8dcf8adfb\", \"support\": 2387, \"avg_response\": 5.874319229157939}, {\"nom_5\": \"0dee9b39a\", \"support\": 2349, \"avg_response\": 5.785014899957429}, {\"nom_5\": \"6cd0619e0\", \"support\": 2346, \"avg_response\": 5.6568627450980395}, {\"nom_5\": \"2979f0d45\", \"support\": 2344, \"avg_response\": 5.945392491467577}, {\"nom_5\": \"30a530eab\", \"support\": 2325, \"avg_response\": 5.86752688172043}, {\"nom_5\": \"2cadfed8e\", \"support\": 2289, \"avg_response\": 5.723023154215815}, {\"nom_5\": \"f50eb07ae\", \"support\": 2278, \"avg_response\": 5.82089552238806}, {\"nom_5\": \"b0faff28f\", \"support\": 2262, \"avg_response\": 5.838638373121132}, {\"nom_5\": \"be4578201\", \"support\": 2230, \"avg_response\": 5.755156950672646}, {\"nom_5\": \"a3f640358\", \"support\": 2229, \"avg_response\": 5.754598474652311}, {\"nom_5\": \"60a44c8f4\", \"support\": 2223, \"avg_response\": 5.840755735492578}, {\"nom_5\": \"e7d9ca356\", \"support\": 2214, \"avg_response\": 5.823848238482385}, {\"nom_5\": \"159a7306f\", \"support\": 2168, \"avg_response\": 5.7011070110701105}, {\"nom_5\": \"0de4acd31\", \"support\": 2139, \"avg_response\": 5.691912108461898}, {\"nom_5\": \"5d18641ff\", \"support\": 2121, \"avg_response\": 5.696369636963697}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 324.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3805d5c325609c665c9be4845b741cda3135dbda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:18.287069+00:00", + "ended_at": "2026-05-04T09:00:18.616076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b8eb12442d4a6dcd", + "problem_id": "v2p_c14_aeb8d480fbbdf851", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_5.", + "bindings": { + "key_col": "nom_5", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b8eb12442d4a6dcd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b8eb12442d4a6dcd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c769218584de77d3f070219200d888f870e49bfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a40c24d35fa327db8b7c95e77127aa7768880c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b942f122d3d0c092", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 154, + "total_tokens": 24068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 138, + "estimated_total_tokens": 3963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11608.26, + "sql_execution_elapsed_ms_total": 310.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b942f122d3d0c092\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3902febb9006c95111cf72b681cbdde66195abc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:22:37.525027+00:00", + "ended_at": "2026-05-04T08:22:49.132914+00:00", + "elapsed_ms": 11608.26, + "prompt_metrics": { + "chars": 11969, + "bytes_utf8": 11969, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 835, + "bytes_utf8": 835, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 138 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efb4b1ccfe38aa6175eaeb031b799208632e7012 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ab321cbf876ad09c99e0953ae6701d4b5c8b31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-0759-7372-89e1-294e22677f44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"ord_0\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=16. Cast \\\"day\\\" to REAL for a numeric SQLite AVG over a TEXT-typed column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3686341cb69f0a46638e836fccb17909f449141e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"ord_0\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=16. Cast \"day\" to REAL for a numeric SQLite AVG over a TEXT-typed column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42fde2c21efd996db1b90a407a477c29c56b81f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:37.713261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:40.333238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:48.227475Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8f7ba69e2275fd8be219ebcf67a32dfee77032 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=day. +Result preview: [{"ord_0": "1", "support": 194846, "avg_measure": 3.012692074766739, "distinct_entities": 26}, {"ord_0": "2", "support": 66438, "avg_measure": 3.0043800234805382, "distinct_entities": 26}, {"ord_0": "3", "support": 38716, "avg_measure": 2.989177600991838, "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d2ede40d4f2c2c5c68cc2e3ed49e010a6589bad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_b942f122d3d0c092 +-- problem_id: v2p_c14_6847314b162e7c80 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..035420cb50604e866b3f6e0d3377039df46bf731 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"ord_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_0\": \"1\", \"support\": 194846, \"avg_measure\": 3.012692074766739, \"distinct_entities\": 26}, {\"ord_0\": \"2\", \"support\": 66438, \"avg_measure\": 3.0043800234805382, \"distinct_entities\": 26}, {\"ord_0\": \"3\", \"support\": 38716, \"avg_measure\": 2.989177600991838, \"distinct_entities\": 26}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 310.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a0880e60d447774e414eb1bd802b9aa2b482ec5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:22:37.466117+00:00", + "ended_at": "2026-05-04T08:22:49.471211+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b942f122d3d0c092", + "problem_id": "v2p_c14_6847314b162e7c80", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_0, measure_col=day.", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=46" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b942f122d3d0c092.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b942f122d3d0c092", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 154, + "total_tokens": 24068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 138, + "estimated_total_tokens": 3963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11608.26, + "sql_execution_elapsed_ms_total": 310.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b942f122d3d0c092\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0947ad33c24c43a3577d2916ad702de9995e388f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b942f122d3d0c092/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:49.153626+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11608.26, "started_at": "2026-05-04T08:22:37.525027+00:00", "ended_at": "2026-05-04T08:22:49.132914+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 154}, "stderr_preview": "2026-05-04T08:22:37.713261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:40.333238Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bin_1", + "predicate_col": "month", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce46c23250471e5ebd95793fc22838a7aaed3163 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-1084-7992-9c86-656f5e0efd80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"month\\\" AS REAL) >= 9.0\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed binding group_col=\\\"bin_1\\\" and predicate month >= 9.0. Cast \\\"month\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":23424,"output_tokens":128}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a662885c2019a7fd86ef99db9b6fd439c44fe956 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"month\" AS REAL) >= 9.0\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Filtered Top-k Group Count template with fixed binding group_col=\"bin_1\" and predicate month >= 9.0. Cast \"month\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19e1c5dafc33492160638987becb6b9fa489c3f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:50.221071Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:53.157221Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:01.910625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3337d1033f15bde8cb4ea8ff82debae87529bfe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1. +Result preview: [{"bin_1": "0", "support": 72946}, {"bin_1": "1", "support": 24959}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..94d28f91202438ad2c2cc3777ad165acd1dcadc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_b945d64cf3a1f0e4 +-- problem_id: v2p_c14_4a71c91ac6a39212 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS support +FROM "c14" +WHERE CAST("month" AS REAL) >= 9.0 +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bff46d89f2e9e264f3af237b146143bd338dd160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_1\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"month\" AS REAL) >= 9.0\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"month\\\" AS REAL) >= 9.0\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"bin_1\", \"support\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 72946}, {\"bin_1\": \"1\", \"support\": 24959}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 159.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2917a8ef982c1c19c717152e6f9a0b15070f9bc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:12:49.983915+00:00", + "ended_at": "2026-05-04T08:13:03.055681+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b945d64cf3a1f0e4", + "problem_id": "v2p_c14_4a71c91ac6a39212", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "predicate_col": "month", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b945d64cf3a1f0e4.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b945d64cf3a1f0e4", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 23424, + "output_tokens": 128, + "total_tokens": 24015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12826.45, + "sql_execution_elapsed_ms_total": 159.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b945d64cf3a1f0e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52e5ed5722bc4ba124dc5005a4615c9619364fda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:02.889115+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12826.45, "started_at": "2026-05-04T08:12:50.044131+00:00", "ended_at": "2026-05-04T08:13:02.870560+00:00", "prompt_metrics": {"chars": 11871, "bytes_utf8": 11871, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 410, "bytes_utf8": 410, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 23887, "cached_input_tokens": 23424, "output_tokens": 128}, "stderr_preview": "2026-05-04T08:12:50.221071Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:53.157221Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 9.0\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed binding group_col=\\\"bin_1\\\" and predicate month >= 9.0. Cast \\\"month\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3896a2ff128154ad215fc241b360ec4b655816ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b945d64cf3a1f0e4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b945d64cf3a1f0e4", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 23424, + "output_tokens": 128, + "total_tokens": 24015, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 112, + "estimated_total_tokens": 3910, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12826.45, + "sql_execution_elapsed_ms_total": 159.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b945d64cf3a1f0e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adad6e2237ad086505affccf706be070b7ecbbd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23914, "cached_input_tokens": 23424, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a837905513e086a9db1efff500445887e4e1da3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b96af8289ef2f2a4", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 149, + "total_tokens": 24063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12067.49, + "sql_execution_elapsed_ms_total": 436.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b96af8289ef2f2a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd3d143e39478634d2c27e3cbd2fc5592f9d54d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:23.000985+00:00", + "ended_at": "2026-05-04T08:21:35.073148+00:00", + "elapsed_ms": 12067.49, + "prompt_metrics": { + "chars": 11971, + "bytes_utf8": 11971, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 838, + "bytes_utf8": 838, + "lines": 4, + "estimated_tokens": 249 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9863fab5705b33c889ce43b809dd817c92ffc2ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..70856bb6d60c5b3b8e829b858d20b24805bfabf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-e455-7950-86e0-5091c93b66d2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Grouped Summary Top-k template with bound roles group_col=\\\"nom_2\\\", measure_col=\\\"month\\\", and entity_col=\\\"nom_7\\\". Cast \\\"month\\\" to REAL because the schema snapshot shows it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":23424,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f696488a5ac1b5024f4ef3ce42b8190af4da1d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_2\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Grouped Summary Top-k template with bound roles group_col=\"nom_2\", measure_col=\"month\", and entity_col=\"nom_7\". Cast \"month\" to REAL because the schema snapshot shows it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36804b4df3e366b58c30b045ca0b1291e35ad551 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:23.211548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:25.603543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:34.121397Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2bc5163c660c88a4bcc6d2ba6e7bb2ca02814be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=month. +Result preview: [{"nom_2": "Lion", "support": 101295, "avg_measure": 5.756631620514339, "distinct_entities": 1219}, {"nom_2": "Cat", "support": 49659, "avg_measure": 5.796713586661029, "distinct_entities": 1207}, {"nom_2": "Snake", "support": 45979, "avg_measure": 5.796189564801322, "distinct_entities": 1208}, {"nom_2": "Dog", "support": 37444, "avg_measure": 5.767466082683474, "distinct_entities": 1204}, {"nom_2": "Axolotl", "support": 36136, "avg_measure": 5.751079256143458, "distinct_entities": 1205}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b72220e2ae230d2550c5d6c88bd151e0e060493 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_b96af8289ef2f2a4 +-- problem_id: v2p_c14_4c7fb2c67f2870be +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0948d7df9d4922af17652db1d11a25524a35838 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_2\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"nom_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_2\": \"Lion\", \"support\": 101295, \"avg_measure\": 5.756631620514339, \"distinct_entities\": 1219}, {\"nom_2\": \"Cat\", \"support\": 49659, \"avg_measure\": 5.796713586661029, \"distinct_entities\": 1207}, {\"nom_2\": \"Snake\", \"support\": 45979, \"avg_measure\": 5.796189564801322, \"distinct_entities\": 1208}, {\"nom_2\": \"Dog\", \"support\": 37444, \"avg_measure\": 5.767466082683474, \"distinct_entities\": 1204}, {\"nom_2\": \"Axolotl\", \"support\": 36136, \"avg_measure\": 5.751079256143458, \"distinct_entities\": 1205}, {\"nom_2\": \"Hamster\", \"support\": 29487, \"avg_measure\": 5.767829891138468, \"distinct_entities\": 1201}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 436.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aadabe2e6f6f9672f1bdf84bc6671f0161ffa85b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:21:22.943249+00:00", + "ended_at": "2026-05-04T08:21:35.539248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_b96af8289ef2f2a4", + "problem_id": "v2p_c14_4c7fb2c67f2870be", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_2, measure_col=month.", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_b96af8289ef2f2a4.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_b96af8289ef2f2a4", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 23424, + "output_tokens": 149, + "total_tokens": 24063, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12067.49, + "sql_execution_elapsed_ms_total": 436.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_b96af8289ef2f2a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f48d8e76f4757f33002b69daa9d9ab6127db1105 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_b96af8289ef2f2a4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:35.095598+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12067.49, "started_at": "2026-05-04T08:21:23.000985+00:00", "ended_at": "2026-05-04T08:21:35.073148+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23914, "cached_input_tokens": 23424, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:21:23.211548Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:25.603543Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ebc163295026c7e66807ec9f38e1c87d7d40504 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-8443-7d11-93bf-2d107d88ca63"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"nom_1\\\", measure_col=\\\"day\\\", entity_col=\\\"nom_6\\\", and top_k=17. Cast \\\"day\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":151}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c7d2b8bb6a3019d1ed959c0550d597140d93355 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_1\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"nom_1\", measure_col=\"day\", entity_col=\"nom_6\", and top_k=17. Cast \"day\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fb1de39f3dd41c5855ff8c5a8f5480a5d6b2daf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:58.632046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:01.195228Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:08.746952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce00315fbe5a1b5c32d5cf503337493202ec722c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=day. +Result preview: [{"nom_1": "Trapezoid", "support": 101181, "avg_measure": 3.02180251232939, "distinct_entities": 522}, {"nom_1": "Square", "support": 49597, "avg_measure": 2.996854648466641, "distinct_entities": 521}, {"nom_1": "Star", "support": 45904, "avg_measure": 2.994684559079819, "distinct_entities": 519}, {"nom_1": "Circle", "support": 37320, "avg_measure": 3.0035101822079313, "distinct_entities": 519}, {"nom_1": "Polygon", "support": 36143, "avg_measure": 3.003541487978308, "distinct_entities": 519}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a72e5530edcd97e06ef8f55dd7b15a82342542ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ba372fe4c011cdc3 +-- problem_id: v2p_c14_f59b510e491d5e6f +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80bb5320039d5513901e92452b132b90cb128ba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_1\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_6\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_1\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_6\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"nom_1\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_1\": \"Trapezoid\", \"support\": 101181, \"avg_measure\": 3.02180251232939, \"distinct_entities\": 522}, {\"nom_1\": \"Square\", \"support\": 49597, \"avg_measure\": 2.996854648466641, \"distinct_entities\": 521}, {\"nom_1\": \"Star\", \"support\": 45904, \"avg_measure\": 2.994684559079819, \"distinct_entities\": 519}, {\"nom_1\": \"Circle\", \"support\": 37320, \"avg_measure\": 3.0035101822079313, \"distinct_entities\": 519}, {\"nom_1\": \"Polygon\", \"support\": 36143, \"avg_measure\": 3.003541487978308, \"distinct_entities\": 519}, {\"nom_1\": \"Triangle\", \"support\": 29855, \"avg_measure\": 3.0093786635404456, \"distinct_entities\": 519}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 421.71}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..47d454250a0ceb499bcfe102376f01eccaa22c71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:20:58.364314+00:00", + "ended_at": "2026-05-04T08:21:10.045288+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ba372fe4c011cdc3", + "problem_id": "v2p_c14_f59b510e491d5e6f", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_1, measure_col=day.", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "entity_col": "nom_6", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ba372fe4c011cdc3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ba372fe4c011cdc3", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 151, + "total_tokens": 24065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11173.45, + "sql_execution_elapsed_ms_total": 421.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ba372fe4c011cdc3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96291588099073be2eda504ed2e44856f7635afe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba372fe4c011cdc3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:09.615729+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11173.45, "started_at": "2026-05-04T08:20:58.423928+00:00", "ended_at": "2026-05-04T08:21:09.597260+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 151}, "stderr_preview": "2026-05-04T08:20:58.632046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:01.195228Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ff9c85cfbd7b28eeaf4189c291a524f7da1ba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-e412-78c3-8b4e-afb8fb7a7a09"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS INTEGER) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_1\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_1\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM ranked\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"ord_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by taking the smallest ord_0 value at or above the 95% rank within each ord_1 group. ord_0 is cast from TEXT to INTEGER for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":23424,"output_tokens":593}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78f8309c4dab0f92b141e553cc69960ff484ac46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS INTEGER) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_1\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n)\nSELECT\n \"ord_1\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM ranked\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"ord_1\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by taking the smallest ord_0 value at or above the 95% rank within each ord_1 group. ord_0 is cast from TEXT to INTEGER for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..874e074d76512d9b232a84c419e057015fe9392e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:30.528820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:32.836512Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:49.116080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7266064034e427026d107dd66e4cf589456bd75e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, measure_col=ord_0. +Result preview: [{"ord_1": "Novice", "percentile_measure": 3}, {"ord_1": "Master", "percentile_measure": 3}, {"ord_1": "Grandmaster", "percentile_measure": 3}, {"ord_1": "Expert", "percentile_measure": 3}, {"ord_1": "Contributor", "percentile_measure": 3}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b930b0fb433f3ff91cb3b400155d38f89435e6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_ba96a6080943d2f9 +-- problem_id: v2p_c14_2ee4cb93209ce9e2 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "ord_1", + CAST("ord_0" AS INTEGER) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_1") AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +) +SELECT + "ord_1", + MIN("measure_value") AS "percentile_measure" +FROM ranked +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "ord_1" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecc6d5e7361c78d24e389c25cb1bb37b5a4227ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH ranked AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS INTEGER) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS INTEGER)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"ord_1\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n)\nSELECT\n \"ord_1\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM ranked\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"ord_1\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH ranked AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS INTEGER) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS INTEGER)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"ord_1\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_1\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM ranked\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"ord_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_1\", \"percentile_measure\"], \"rows\": [{\"ord_1\": \"Novice\", \"percentile_measure\": 3}, {\"ord_1\": \"Master\", \"percentile_measure\": 3}, {\"ord_1\": \"Grandmaster\", \"percentile_measure\": 3}, {\"ord_1\": \"Expert\", \"percentile_measure\": 3}, {\"ord_1\": \"Contributor\", \"percentile_measure\": 3}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1354.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..129466e2e4269e09e70a11222c09cc7f7f9a9c10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:46:30.230367+00:00", + "ended_at": "2026-05-04T08:46:51.246688+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ba96a6080943d2f9", + "problem_id": "v2p_c14_2ee4cb93209ce9e2", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ba96a6080943d2f9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ba96a6080943d2f9", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 593, + "total_tokens": 24474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 260, + "estimated_total_tokens": 4050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19575.25, + "sql_execution_elapsed_ms_total": 1354.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ba96a6080943d2f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3daf1eb87733ec2b97b77137104fe6483fdc6677 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:49.883738+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19575.25, "started_at": "2026-05-04T08:46:30.284924+00:00", "ended_at": "2026-05-04T08:46:49.859752+00:00", "prompt_metrics": {"chars": 11864, "bytes_utf8": 11864, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 876, "bytes_utf8": 876, "lines": 1, "estimated_tokens": 260}, "usage": {"input_tokens": 23881, "cached_input_tokens": 23424, "output_tokens": 593}, "stderr_preview": "2026-05-04T08:46:30.528820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:32.836512Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"ord_1\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by taking the smallest ord_0 value at or above the 95% rank within each ord_1 group. ord_0 is cast from TEXT to INTEGER for numeric ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f03d213288cbe16433e98cf6c29d0302e3de2694 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ba96a6080943d2f9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ba96a6080943d2f9", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 23424, + "output_tokens": 593, + "total_tokens": 24474, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 260, + "estimated_total_tokens": 4050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19575.25, + "sql_execution_elapsed_ms_total": 1354.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ba96a6080943d2f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f5a0f5b93cbe3b71bec0c761ba68e273f8a153e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11686, "bytes_utf8": 11686, "lines": 396, "estimated_tokens": 3748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23839, "cached_input_tokens": 23424, "output_tokens": 147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22a9daf984d534cc923efb03b48808b79768a296 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bc97c9bf96499de0", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 23424, + "output_tokens": 147, + "total_tokens": 23986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11212.32, + "sql_execution_elapsed_ms_total": 297.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_bc97c9bf96499de0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fab66e8af3e3327e71b5e1b6c31f695b633844f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:14:59.038899+00:00", + "ended_at": "2026-05-04T08:15:10.251544+00:00", + "elapsed_ms": 11212.32, + "prompt_metrics": { + "chars": 11686, + "bytes_utf8": 11686, + "lines": 396, + "estimated_tokens": 3748 + }, + "stdout_metrics": { + "chars": 721, + "bytes_utf8": 721, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13150 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 23839, + "cached_input_tokens": 23424, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef58c9686d736778e4f8e6cd45463c45ac0b71d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7e33c3b9ea63047c45b7ff05efdf74fa0639ebf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-0862-7220-a715-c1d2236be995"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_3\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"nom_3\\\" and measure_col bound to \\\"day\\\". CAST(\\\"day\\\" AS REAL) ensures a numeric average in SQLite because the schema types it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":23424,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..325ab2867439dde54eb9e434645a474b7c9d6b08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_3\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"nom_3\" and measure_col bound to \"day\". CAST(\"day\" AS REAL) ensures a numeric average in SQLite because the schema types it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c3c91624cb708ad5fb048f1692b6c40a730f38b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:59.215155Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:01.594101Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:09.350806Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5675fc3ff99d95f29a0d9c18568a47f97e319b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=day. +Result preview: [{"nom_3": "Canada", "avg_measure": 3.017537186442714}, {"nom_3": "Costa Rica", "avg_measure": 3.0130321218183838}, {"nom_3": "Finland", "avg_measure": 3.0065237399166262}, {"nom_3": "India", "avg_measure": 3.0057091346153846}, {"nom_3": "Russia", "avg_measure": 3.004361025681596}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34292e4c992a48ff53d7aaa817283be598019539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_bc97c9bf96499de0 +-- problem_id: v2p_c14_f32582db4cae058f +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e53aed1eaf6f3eb17693743caf472c18b20637c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_3\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_3\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_3\", \"avg_measure\"], \"rows\": [{\"nom_3\": \"Canada\", \"avg_measure\": 3.017537186442714}, {\"nom_3\": \"Costa Rica\", \"avg_measure\": 3.0130321218183838}, {\"nom_3\": \"Finland\", \"avg_measure\": 3.0065237399166262}, {\"nom_3\": \"India\", \"avg_measure\": 3.0057091346153846}, {\"nom_3\": \"Russia\", \"avg_measure\": 3.004361025681596}, {\"nom_3\": \"China\", \"avg_measure\": 3.003192598384154}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 297.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22156b6155efe650e52b993f2a5917e5d6f39c3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:14:58.961674+00:00", + "ended_at": "2026-05-04T08:15:10.574541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bc97c9bf96499de0", + "problem_id": "v2p_c14_f32582db4cae058f", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_3, measure_col=day.", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_bc97c9bf96499de0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bc97c9bf96499de0", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 23424, + "output_tokens": 147, + "total_tokens": 23986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11212.32, + "sql_execution_elapsed_ms_total": 297.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_bc97c9bf96499de0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc990204ac28421b2812c3e2dfc3afdbc452eebc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bc97c9bf96499de0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:10.269471+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11212.32, "started_at": "2026-05-04T08:14:59.038899+00:00", "ended_at": "2026-05-04T08:15:10.251544+00:00", "prompt_metrics": {"chars": 11686, "bytes_utf8": 11686, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23839, "cached_input_tokens": 23424, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:14:59.215155Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:01.594101Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e83732e1f71c47f26830522938b8b276fb3763a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df226-76da-7162-ae48-aabb06a8f4b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"bin_2\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"bin_2\\\" and measure_col=\\\"id\\\" on the single table \\\"c14\\\". SQLite will coerce numeric-looking TEXT values in \\\"id\\\" for AVG.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23851,"cached_input_tokens":22912,"output_tokens":145}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a94525cb6023da89b91ecbc3aabe6cdd88f3c8c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_2\",\n AVG(\"id\") OVER (PARTITION BY \"bin_2\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"bin_2\" and measure_col=\"id\" on the single table \"c14\". SQLite will coerce numeric-looking TEXT values in \"id\" for AVG."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8160347c10621843321e5b6a5f0e02d6f516790b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:41:40.369529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:41:42.789610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:41:54.288778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6cfe8a5f2477bd15ebbde1ccca4dc4405915079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=id. +Result preview: [{"bin_2": "1", "avg_measure": 150233.1306026947}, {"bin_2": "0", "avg_measure": 149854.3377343501}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac229ae7f77a77f84f7b45ec35dd8846d4026442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_bcf98f7c35777379 +-- problem_id: v2p_c14_8da3d03e0eb13b40 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_2", + AVG("id") OVER (PARTITION BY "bin_2") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ab6ffae1a6da9dff075ba0a033b7bebd4145ab9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"bin_2\",\n AVG(\"id\") OVER (PARTITION BY \"bin_2\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"bin_2\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"bin_2\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"bin_2\", \"avg_measure\"], \"rows\": [{\"bin_2\": \"1\", \"avg_measure\": 150233.1306026947}, {\"bin_2\": \"0\", \"avg_measure\": 149854.3377343501}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 952.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a72c80976b6a288d3accaf29f6aabf50462ca387 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:41:40.086493+00:00", + "ended_at": "2026-05-04T08:41:56.102538+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bcf98f7c35777379", + "problem_id": "v2p_c14_8da3d03e0eb13b40", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=bin_2, measure_col=id.", + "bindings": { + "group_col": "bin_2", + "measure_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_bcf98f7c35777379.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bcf98f7c35777379", + "api_calls": 0, + "input_tokens": 23851, + "cached_input_tokens": 22912, + "output_tokens": 145, + "total_tokens": 23996, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3760, + "estimated_output_tokens": 102, + "estimated_total_tokens": 3862, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14980.63, + "sql_execution_elapsed_ms_total": 952.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_bcf98f7c35777379\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8960d9ad802dd03076478ea0935723e315372b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bcf98f7c35777379/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:41:55.141669+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14980.63, "started_at": "2026-05-04T08:41:40.140989+00:00", "ended_at": "2026-05-04T08:41:55.122897+00:00", "prompt_metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3760}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 23851, "cached_input_tokens": 22912, "output_tokens": 145}, "stderr_preview": "2026-05-04T08:41:40.369529Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:41:42.789610Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=id.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80bcee35455b13734378e3f03e861c3b651eb9bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-1573-7333-992e-4ded48217834"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"nom_3\\\", measure_col=\\\"id\\\", entity_col=\\\"nom_8\\\", and top_k=14. Cast \\\"id\\\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":19840,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39cbbc9ee7eab89544479df4752a9a779cd9597f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_3\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"nom_3\", measure_col=\"id\", entity_col=\"nom_8\", and top_k=14. Cast \"id\" to REAL because the schema stores it as TEXT while AVG requires numeric interpretation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8f5639171f8072afe40d7550f2b68e094f49501 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:35.796577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:38.310030Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:46.438332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..67a863ef1b23885218723f7c1861218521d311ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=id. +Result preview: [{"nom_3": "Russia", "support": 101123, "avg_measure": 149946.7902554315, "distinct_entities": 2203}, {"nom_3": "Canada", "support": 49951, "avg_measure": 149967.8961982743, "distinct_entities": 2175}, {"nom_3": "China", "support": 46044, "avg_measure": 150035.3066849101, "distinct_entities": 2178}, {"nom_3": "Finland", "support": 36942, "avg_measure": 150094.85588219372, "distinct_entities": 2149}, {"nom_3": "Costa Rica", "support": 35988, "avg_measure": 149793.91361009225, "distinct_entities": 2155}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56b9004fa71e252523047cb4066f55af0e68ed97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_bdb664b46faf20c9 +-- problem_id: v2p_c14_d1b95ddf829a8132 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21855f107a362111e621392fdaa57ca0fd95a692 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_3\",\n COUNT(*) AS support,\n AVG(CAST(\"id\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_8\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_3\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"id\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_8\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"nom_3\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_3\": \"Russia\", \"support\": 101123, \"avg_measure\": 149946.7902554315, \"distinct_entities\": 2203}, {\"nom_3\": \"Canada\", \"support\": 49951, \"avg_measure\": 149967.8961982743, \"distinct_entities\": 2175}, {\"nom_3\": \"China\", \"support\": 46044, \"avg_measure\": 150035.3066849101, \"distinct_entities\": 2178}, {\"nom_3\": \"Finland\", \"support\": 36942, \"avg_measure\": 150094.85588219372, \"distinct_entities\": 2149}, {\"nom_3\": \"Costa Rica\", \"support\": 35988, \"avg_measure\": 149793.91361009225, \"distinct_entities\": 2155}, {\"nom_3\": \"India\", \"support\": 29952, \"avg_measure\": 150304.52577457266, \"distinct_entities\": 2155}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 514.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..033666ebdabea9e31ed8d49d6968b8cd91c6a6d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:21:35.539248+00:00", + "ended_at": "2026-05-04T08:21:47.810105+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_bdb664b46faf20c9", + "problem_id": "v2p_c14_d1b95ddf829a8132", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_3, measure_col=id.", + "bindings": { + "group_col": "nom_3", + "measure_col": "id", + "entity_col": "nom_8", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_bdb664b46faf20c9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_bdb664b46faf20c9", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 19840, + "output_tokens": 186, + "total_tokens": 24100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 139, + "estimated_total_tokens": 3964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11658.04, + "sql_execution_elapsed_ms_total": 514.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_bdb664b46faf20c9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e7d78bfe3f75ed062b323056adf07a7154b50e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_bdb664b46faf20c9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:47.287985+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11658.04, "started_at": "2026-05-04T08:21:35.609215+00:00", "ended_at": "2026-05-04T08:21:47.267166+00:00", "prompt_metrics": {"chars": 11967, "bytes_utf8": 11967, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 521, "bytes_utf8": 521, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 23914, "cached_input_tokens": 19840, "output_tokens": 186}, "stderr_preview": "2026-05-04T08:21:35.796577Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:38.310030Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=month.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb4539662287b8aeaf8ecee36f9bf27fbef639fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-6410-76d1-aebb-5e1f3c9eabc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_4\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"nom_4\\\" and measure_col bound to \\\"month\\\". Cast \\\"month\\\" to REAL because the schema snapshot shows it stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b78e5abba8fc2b2360c3aae2f56f721afe5ff8fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_4\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col bound to \"nom_4\" and measure_col bound to \"month\". Cast \"month\" to REAL because the schema snapshot shows it stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f42625bf1a962d9132f1bc7f5011d614fd773e7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:22.710231Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:25.096250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:32.142625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7725c590f2fad441eae42a327aafcdb2a18473e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=month. +Result preview: [{"nom_4": "Theremin", "avg_measure": 5.789412151547258}, {"nom_4": "Oboe", "avg_measure": 5.771336937795932}, {"nom_4": "Bassoon", "avg_measure": 5.767882187938289}, {"nom_4": "Piano", "avg_measure": 5.761633754155969}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d50f1de52794ba6a16a3b6132c81d60a0a2138e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_c15428e50e3df145 +-- problem_id: v2p_c14_98ba3a54c3d0b161 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8901fb20f9cfafb4f9b1742b3dc7362d45075aa7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_4\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_4\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_4\", \"avg_measure\"], \"rows\": [{\"nom_4\": \"Theremin\", \"avg_measure\": 5.789412151547258}, {\"nom_4\": \"Oboe\", \"avg_measure\": 5.771336937795932}, {\"nom_4\": \"Bassoon\", \"avg_measure\": 5.767882187938289}, {\"nom_4\": \"Piano\", \"avg_measure\": 5.761633754155969}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 337.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da87a3a518d3fdb7450cdb28e7a45f9ff738f472 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:15:22.451439+00:00", + "ended_at": "2026-05-04T08:15:33.331093+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c15428e50e3df145", + "problem_id": "v2p_c14_98ba3a54c3d0b161", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=month.", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c15428e50e3df145.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c15428e50e3df145", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 23951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 96, + "estimated_total_tokens": 3844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10457.31, + "sql_execution_elapsed_ms_total": 337.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c15428e50e3df145\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..26e6fc5ac2f0cb7caefd195f2175f00d8bef17de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c15428e50e3df145/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:32.986408+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10457.31, "started_at": "2026-05-04T08:15:22.510926+00:00", "ended_at": "2026-05-04T08:15:32.968525+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 357, "bytes_utf8": 357, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:15:22.710231Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:25.096250Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_2, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80a8647e9bcd52f555486a2b0b97609ef6db24b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-5474-7f51-bb05-3d697943564f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_2\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=ord_2, target_col=target, target_value='0'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23945,"cached_input_tokens":23424,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..214f0ac6fef678dbac92b1e0027858994ea8aaf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_2\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_2\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=ord_2, target_col=target, target_value='0'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f387fe386a7b77fd213b68633274a21c531d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:14.062526Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:16.476380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:26.286282Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd18638f150e535d244860b8480bfb06fbb970b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_2, target_col=target. +Result preview: [{"bin_3": "T", "ord_2": "Freezing", "target_rate": 0.778134985199851}, {"bin_3": "F", "ord_2": "Freezing", "target_rate": 0.7712845521791694}, {"bin_3": "T", "ord_2": "Cold", "target_rate": 0.7447473519708283}, {"bin_3": "F", "ord_2": "Cold", "target_rate": 0.7393729913286035}, {"bin_3": "T", "ord_2": "Warm", "target_rate": 0.7204012713547875}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86c4cfa90b59de95f547baec5f7ddf0231ec6439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_c2b955dd479ed647 +-- problem_id: v2p_c14_c6f589a2f66bb425 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_2", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_2" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50f2bdf87e8544768933afdeb66857b12a95112b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_2\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_2\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_2\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"ord_2\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"ord_2\": \"Freezing\", \"target_rate\": 0.778134985199851}, {\"bin_3\": \"F\", \"ord_2\": \"Freezing\", \"target_rate\": 0.7712845521791694}, {\"bin_3\": \"T\", \"ord_2\": \"Cold\", \"target_rate\": 0.7447473519708283}, {\"bin_3\": \"F\", \"ord_2\": \"Cold\", \"target_rate\": 0.7393729913286035}, {\"bin_3\": \"T\", \"ord_2\": \"Warm\", \"target_rate\": 0.7204012713547875}, {\"bin_3\": \"F\", \"ord_2\": \"Warm\", \"target_rate\": 0.7015439182140621}, {\"bin_3\": \"T\", \"ord_2\": \"Hot\", \"target_rate\": 0.6759737417943107}, {\"bin_3\": \"F\", \"ord_2\": \"Hot\", \"target_rate\": 0.671264580633216}, {\"bin_3\": \"T\", \"ord_2\": \"Boiling Hot\", \"target_rate\": 0.6412822416631695}, {\"bin_3\": \"F\", \"ord_2\": \"Boiling Hot\", \"target_rate\": 0.6366947723440135}, {\"bin_3\": \"T\", \"ord_2\": \"Lava Hot\", \"target_rate\": 0.6005186880244089}, {\"bin_3\": \"F\", \"ord_2\": \"Lava Hot\", \"target_rate\": 0.5930363280120772}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 515.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd54bda46fe0faf7c3f46f04f98fe6aeb0a07535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:26:13.804656+00:00", + "ended_at": "2026-05-04T08:26:27.751489+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c2b955dd479ed647", + "problem_id": "v2p_c14_c6f589a2f66bb425", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_2, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_2", + "target_col": "target", + "target_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c2b955dd479ed647.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c2b955dd479ed647", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 23424, + "output_tokens": 143, + "total_tokens": 24088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 127, + "estimated_total_tokens": 3981, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13321.95, + "sql_execution_elapsed_ms_total": 515.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c2b955dd479ed647\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e37bd08e4ce8e37c10a153da631609f3d2982d42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2b955dd479ed647/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:27.220729+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13321.95, "started_at": "2026-05-04T08:26:13.879699+00:00", "ended_at": "2026-05-04T08:26:27.201579+00:00", "prompt_metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 23945, "cached_input_tokens": 23424, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:26:14.062526Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:16.476380Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..66eb7ec3f255d632c94cddf904426a77736e85ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df230-88ce-7880-ad59-254e8ca8d5dd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=10. Query is SQLite-compatible and restricted to the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":165}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f04beea5d97a7c438cf694c10a952da46170d80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=\"nom_2\", target_col=\"target\", target_value='1', min_support=5, and top_k=10. Query is SQLite-compatible and restricted to the single provided table."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41dd78d00611ee06ba8e8a12e40f134e9a481a1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:52:40.333211Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:52:42.727689Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:52:52.088674Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1be0a43bbe1f79380f6d82bb2a7ff5274e2aa9cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, target_col=target. +Result preview: [{"nom_2": "Hamster", "support": 29487, "focus_rate": 0.3592091430121749}, {"nom_2": "Cat", "support": 49659, "focus_rate": 0.3353672043335548}, {"nom_2": "Axolotl", "support": 36136, "focus_rate": 0.31901704671241976}, {"nom_2": "Snake", "support": 45979, "focus_rate": 0.30716196524500317}, {"nom_2": "Lion", "support": 101295, "focus_rate": 0.293084555012587}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a5b8efb38cd3dc91505b0a67a0cf7773196032b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_c2f9b70010ddb5b5 +-- problem_id: v2p_c14_ba1c2f6aba4b7f35 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa3f5ee3eda63b22b3a4a99e54f3f846dff86435 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"nom_2\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\", \"columns\": [\"nom_2\", \"support\", \"focus_rate\"], \"rows\": [{\"nom_2\": \"Hamster\", \"support\": 29487, \"focus_rate\": 0.3592091430121749}, {\"nom_2\": \"Cat\", \"support\": 49659, \"focus_rate\": 0.3353672043335548}, {\"nom_2\": \"Axolotl\", \"support\": 36136, \"focus_rate\": 0.31901704671241976}, {\"nom_2\": \"Snake\", \"support\": 45979, \"focus_rate\": 0.30716196524500317}, {\"nom_2\": \"Lion\", \"support\": 101295, \"focus_rate\": 0.293084555012587}, {\"nom_2\": \"Dog\", \"support\": 37444, \"focus_rate\": 0.24513940818288643}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 274.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af48b52a34075b39a7f2064207cb2c00a9428989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:52:40.068801+00:00", + "ended_at": "2026-05-04T08:52:53.151708+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c2f9b70010ddb5b5", + "problem_id": "v2p_c14_ba1c2f6aba4b7f35", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2, target_col=target.", + "bindings": { + "group_col": "nom_2", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c2f9b70010ddb5b5.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c2f9b70010ddb5b5", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 165, + "total_tokens": 24117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 149, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.7, + "sql_execution_elapsed_ms_total": 274.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c2f9b70010ddb5b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7db8b51355cb2aeece085cc64eeffa20a80ea957 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:52:52.867342+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12726.7, "started_at": "2026-05-04T08:52:40.122321+00:00", "ended_at": "2026-05-04T08:52:52.848786+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 165}, "stderr_preview": "2026-05-04T08:52:40.333211Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:52:42.727689Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings group_col=\\\"nom_2\\\", target_col=\\\"target\\\", target_value='1', min_support=5, and top_k=10. Query is SQLite-compatible and restricted to the single provided table.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18f1783ab4059ec87c31ef6dab5e54e2bf693ee7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c2f9b70010ddb5b5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c2f9b70010ddb5b5", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 165, + "total_tokens": 24117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 149, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12726.7, + "sql_execution_elapsed_ms_total": 274.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c2f9b70010ddb5b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d08dec1028d86e3cad10b67e736ff6d15180223 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1049, "bytes_utf8": 1049, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 661}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..155f0ba211822fbb66e1caa397f601efa6ad6d9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c43ab1f8aea8fc98", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 661, + "total_tokens": 24538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 336, + "estimated_total_tokens": 4122, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20647.85, + "sql_execution_elapsed_ms_total": 1272.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c43ab1f8aea8fc98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8395674272f58108599cd77fb181b0d2e49a00e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:45:23.550255+00:00", + "ended_at": "2026-05-04T08:45:44.203299+00:00", + "elapsed_ms": 20647.85, + "prompt_metrics": { + "chars": 11860, + "bytes_utf8": 11860, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1503, + "bytes_utf8": 1503, + "lines": 4, + "estimated_tokens": 522 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1049, + "bytes_utf8": 1049, + "lines": 1, + "estimated_tokens": 336 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 661 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ad63154a270c98e2fa7dca42239b51e3561ca23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6767fc56bf53c32cb3bc1ea9be03ed20299ad07b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-df6f-7641-8aa7-6173f6f7eabc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n \\\"id_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_0\\\",\\n MIN(\\\"id_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the percentile template for SQLite by approximating the 95th percentile point as the first ordered id value at or above rank ceil(0.95 * group_size), grouped by \\\"ord_0\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":661}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3abe117c3ba740ddcece72c6f7be80c63df516d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS REAL) AS \"id_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_0\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_0\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"ord_0\",\n \"id_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_0\",\n MIN(\"id_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"ord_0\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the percentile template for SQLite by approximating the 95th percentile point as the first ordered id value at or above rank ceil(0.95 * group_size), grouped by \"ord_0\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12dc799069f96cc81def9f64f00d986d1f57d991 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:23.816235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:26.164713Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:45:43.204325Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7123b4382bda4bf3da9d5fe78afde30eca9b49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=id. +Result preview: [{"ord_0": "1", "percentile_measure": 285036.0}, {"ord_0": "3", "percentile_measure": 285035.0}, {"ord_0": "2", "percentile_measure": 284909.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3916e45302f71527574f5b26ece353efd84babdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_c43ab1f8aea8fc98 +-- problem_id: v2p_c14_1888286ec534d7dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS REAL) AS "id_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_0" + ) AS "cnt" + FROM "c14" + WHERE "ord_0" IS NOT NULL + AND "id" IS NOT NULL +), +"thresholded" AS ( + SELECT + "ord_0", + "id_value", + "rn", + "cnt", + CAST((0.95 * "cnt") AS INTEGER) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "ord_0", + MIN("id_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "ord_0" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da86b0aa016fa5b528b619e2bf3e7e5fb499490b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS REAL) AS \"id_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_0\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_0\" IS NOT NULL\n AND \"id\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"ord_0\",\n \"id_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ord_0\",\n MIN(\"id_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"ord_0\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"id_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n \\\"id_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_0\\\",\\n MIN(\\\"id_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_0\", \"percentile_measure\"], \"rows\": [{\"ord_0\": \"1\", \"percentile_measure\": 285036.0}, {\"ord_0\": \"3\", \"percentile_measure\": 285035.0}, {\"ord_0\": \"2\", \"percentile_measure\": 284909.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1272.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..975cb6fb646d0dba07c2cb11252823d4dda4ad9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:45:23.500037+00:00", + "ended_at": "2026-05-04T08:45:45.534870+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c43ab1f8aea8fc98", + "problem_id": "v2p_c14_1888286ec534d7dd", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=id.", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c43ab1f8aea8fc98.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c43ab1f8aea8fc98", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 661, + "total_tokens": 24538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 336, + "estimated_total_tokens": 4122, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20647.85, + "sql_execution_elapsed_ms_total": 1272.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c43ab1f8aea8fc98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dcd652750bb7fff601cb8b614960e297ffb466d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:45:44.252854+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20647.85, "started_at": "2026-05-04T08:45:23.550255+00:00", "ended_at": "2026-05-04T08:45:44.203299+00:00", "prompt_metrics": {"chars": 11860, "bytes_utf8": 11860, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1049, "bytes_utf8": 1049, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 661}, "stderr_preview": "2026-05-04T08:45:23.816235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:26.164713Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ord_0\\\",\\n MIN(\\\"id_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the percentile template for SQLite by approximating the 95th percentile point as the first ordered id value at or above rank"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a23a24226bf9aee8166b675c1c6d0183e68b0a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c43ab1f8aea8fc98/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c43ab1f8aea8fc98", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 661, + "total_tokens": 24538, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 336, + "estimated_total_tokens": 4122, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20647.85, + "sql_execution_elapsed_ms_total": 1272.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c43ab1f8aea8fc98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd2458ff5db2acfdf88b1afda90ceb7d08cd1e56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Green", "support": 127341, "support_share": 0.42447, "cumulative_support": 127341}, {"value_label": "Blue", "support": 96166, "support_share": 0.32055333333333336, "cumulative_support": 223507}, {"value_label": "Red", "support": 76493, "support_share": 0.2549766666666667, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0039159717dab60c68709db58b488d3169ffaf01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_c60d4765402663e8 +-- problem_id: v2p_c14_b1828e66fd19fc4c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2757be26b37fc43c5c3571f368dbe06a80cee26f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_c60d4765402663e8\n-- problem_id: v2p_c14_b1828e66fd19fc4c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_0\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_0\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_c60d4765402663e8\\n-- problem_id: v2p_c14_b1828e66fd19fc4c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_0\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_0\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Green\", \"support\": 127341, \"support_share\": 0.42447, \"cumulative_support\": 127341}, {\"value_label\": \"Blue\", \"support\": 96166, \"support_share\": 0.32055333333333336, \"cumulative_support\": 223507}, {\"value_label\": \"Red\", \"support\": 76493, \"support_share\": 0.2549766666666667, \"cumulative_support\": 300000}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 211.41}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f38bb3a0847e714d03280eae23c73066a4aec3c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:09.044672+00:00", + "ended_at": "2026-05-04T09:00:09.262027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c60d4765402663e8", + "problem_id": "v2p_c14_b1828e66fd19fc4c", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=nom_0.", + "bindings": { + "group_col": "nom_0" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c60d4765402663e8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c60d4765402663e8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..83345f415e7e6f740940523a945d558616bb165e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Y", "support": 191633, "support_share": 0.6387766666666667, "cumulative_support": 191633}, {"value_label": "N", "support": 108367, "support_share": 0.36122333333333334, "cumulative_support": 300000}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..20a9c0dc88269d4e78e062daed52c75508bcca07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_c6507545b4e9b506 +-- problem_id: v2p_c14_3b6996a020bbd8e7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8c99b013065f8b5354666da9e25572e81d90554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_c6507545b4e9b506\n-- problem_id: v2p_c14_3b6996a020bbd8e7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"bin_4\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"bin_4\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_c6507545b4e9b506\\n-- problem_id: v2p_c14_3b6996a020bbd8e7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"bin_4\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"bin_4\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Y\", \"support\": 191633, \"support_share\": 0.6387766666666667, \"cumulative_support\": 191633}, {\"value_label\": \"N\", \"support\": 108367, \"support_share\": 0.36122333333333334, \"cumulative_support\": 300000}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 182.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1220aabc81fcac017ef59a1e2b927d76b43c5d56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:08.855516+00:00", + "ended_at": "2026-05-04T09:00:09.042344+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c6507545b4e9b506", + "problem_id": "v2p_c14_3b6996a020bbd8e7", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=bin_4.", + "bindings": { + "group_col": "bin_4" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c6507545b4e9b506.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c6507545b4e9b506/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5db0f59a4be5f9ba655523e94fc6d03ee61bbc5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3755}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 23846, "cached_input_tokens": 19840, "output_tokens": 185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e26cd6066ae4ab2a55adbe81a787e212ea2c1d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c82fc8f5eb272b96", + "api_calls": 0, + "input_tokens": 23846, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 24031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3755, + "estimated_output_tokens": 99, + "estimated_total_tokens": 3854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12898.01, + "sql_execution_elapsed_ms_total": 1016.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c82fc8f5eb272b96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b0781ced6a827c79844978a82193b212f714ecf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:40:01.739395+00:00", + "ended_at": "2026-05-04T08:40:14.637412+00:00", + "elapsed_ms": 12898.01, + "prompt_metrics": { + "chars": 11767, + "bytes_utf8": 11767, + "lines": 396, + "estimated_tokens": 3755 + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 23846, + "cached_input_tokens": 19840, + "output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d281070810caac4396ec4583ec18740009444b66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=id.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55883a4970c3fa2e5973e7a6ef22918f3e8377f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df224-f659-76a3-aed2-51df8f899357"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"month\\\" and measure_col=\\\"id\\\". In this schema, \\\"id\\\" is stored as TEXT, so SQLite will apply numeric coercion during AVG for numeric-looking values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23846,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d5c6ee3c84156683ad7b99c886e56bcf5fffa05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"month\",\n AVG(\"id\") OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"month\" and measure_col=\"id\". In this schema, \"id\" is stored as TEXT, so SQLite will apply numeric coercion during AVG for numeric-looking values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11276997276b45966338822e88db2e39b1fb47f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:40:01.945801Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:40:04.396126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:40:13.714609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8fc9b61bd3a55ff33b7ac4712a138f3934d04a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=id. +Result preview: [{"month": "8", "avg_measure": 150448.10005339028}, {"month": "12", "avg_measure": 150447.42564672275}, {"month": "9", "avg_measure": 150377.6374059621}, {"month": "7", "avg_measure": 150145.39875169878}, {"month": "3", "avg_measure": 150138.77676364794}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbfb1d3040cff48f808878b703cfea03921f765e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_c82fc8f5eb272b96 +-- problem_id: v2p_c14_40b2adcc726155c5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG("id") OVER (PARTITION BY "month") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6b8409186fd5d4d4afb7b53e57ea23cf7715f2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"month\",\n AVG(\"id\") OVER (PARTITION BY \"month\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"month\\\",\\n AVG(\\\"id\\\") OVER (PARTITION BY \\\"month\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"month\", \"avg_measure\"], \"rows\": [{\"month\": \"8\", \"avg_measure\": 150448.10005339028}, {\"month\": \"12\", \"avg_measure\": 150447.42564672275}, {\"month\": \"9\", \"avg_measure\": 150377.6374059621}, {\"month\": \"7\", \"avg_measure\": 150145.39875169878}, {\"month\": \"3\", \"avg_measure\": 150138.77676364794}, {\"month\": \"1\", \"avg_measure\": 150038.13077751664}, {\"month\": \"5\", \"avg_measure\": 149986.84238290132}, {\"month\": \"11\", \"avg_measure\": 149979.740711954}, {\"month\": \"4\", \"avg_measure\": 149852.18374799358}, {\"month\": \"2\", \"avg_measure\": 149544.21873965347}, {\"month\": \"10\", \"avg_measure\": 149524.29933972502}, {\"month\": \"6\", \"avg_measure\": 143238.13143872115}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1016.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f46268d3d1e3011d6ff743923f17e8f5c63d50a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:40:01.683657+00:00", + "ended_at": "2026-05-04T08:40:15.689093+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c82fc8f5eb272b96", + "problem_id": "v2p_c14_40b2adcc726155c5", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=month, measure_col=id.", + "bindings": { + "group_col": "month", + "measure_col": "id", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c82fc8f5eb272b96.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c82fc8f5eb272b96", + "api_calls": 0, + "input_tokens": 23846, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 24031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3755, + "estimated_output_tokens": 99, + "estimated_total_tokens": 3854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12898.01, + "sql_execution_elapsed_ms_total": 1016.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c82fc8f5eb272b96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed415ace58e645044011231a98552e43dec5bf0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c82fc8f5eb272b96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:40:14.663664+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12898.01, "started_at": "2026-05-04T08:40:01.739395+00:00", "ended_at": "2026-05-04T08:40:14.637412+00:00", "prompt_metrics": {"chars": 11767, "bytes_utf8": 11767, "lines": 396, "estimated_tokens": 3755}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 23846, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:40:01.945801Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:40:04.396126Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, condition_col=bin_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_3", + "condition_col": "bin_2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9a8cea330588f9a487ae7226e05fa15b23d6053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-eb64-7222-b407-79301ee4d72a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"nom_3\\\", condition_col=\\\"bin_2\\\", and condition_value='0'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":22912,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..940cd5ce24b379c51f91a12069a495b8e028133f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"bin_2\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"nom_3\", condition_col=\"bin_2\", and condition_value='0'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d5931446ceed839debb0b460c8b5aeac79e1347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:58.229592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:00.771958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:09.587625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..66ae29a3759e04e88295fafddb725a103a140f0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, condition_col=bin_2. +Result preview: [{"nom_3": "China", "condition_rate": 0.6205151594127356}, {"nom_3": "India", "condition_rate": 0.6197248931623932}, {"nom_3": "Finland", "condition_rate": 0.6192951112554815}, {"nom_3": "Canada", "condition_rate": 0.6168845468559188}, {"nom_3": "Costa Rica", "condition_rate": 0.6151494942758697}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d737b0d747db3b6f6e558e61cc1baea3d59455a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_c909e912063bccca +-- problem_id: v2p_c14_4658e7c6da011cb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "bin_2" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17a8d3ae8d24e9288cd959ae009b98f51b2c5283 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_3\",\n AVG(CASE WHEN \"bin_2\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"bin_2\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_3\", \"condition_rate\"], \"rows\": [{\"nom_3\": \"China\", \"condition_rate\": 0.6205151594127356}, {\"nom_3\": \"India\", \"condition_rate\": 0.6197248931623932}, {\"nom_3\": \"Finland\", \"condition_rate\": 0.6192951112554815}, {\"nom_3\": \"Canada\", \"condition_rate\": 0.6168845468559188}, {\"nom_3\": \"Costa Rica\", \"condition_rate\": 0.6151494942758697}, {\"nom_3\": \"Russia\", \"condition_rate\": 0.6138069479742492}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 288.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35d5957a65b8366fdb1530bdc624584abf8843d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:27:57.968116+00:00", + "ended_at": "2026-05-04T08:28:10.967959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_c909e912063bccca", + "problem_id": "v2p_c14_4658e7c6da011cb6", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_3, condition_col=bin_2.", + "bindings": { + "group_col": "nom_3", + "condition_col": "bin_2", + "condition_value": "0", + "positive_value": "0", + "negative_value": "1", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_c909e912063bccca.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_c909e912063bccca", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 138, + "total_tokens": 24043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12602.04, + "sql_execution_elapsed_ms_total": 288.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_c909e912063bccca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51cf3ce1ada9b50b8c7a061788a718eb86e92db7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_c909e912063bccca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:10.662115+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12602.04, "started_at": "2026-05-04T08:27:58.026564+00:00", "ended_at": "2026-05-04T08:28:10.631911+00:00", "prompt_metrics": {"chars": 11932, "bytes_utf8": 11932, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 138}, "stderr_preview": "2026-05-04T08:27:58.229592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:00.771958Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_1", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d4f889a378154d7cc6eb800f00142cf56676cc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-44bb-7670-9486-cc9263337a51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"bin_1\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=14. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c32ffd71d81f42b7a4af7788bbf66fe207f3b9fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;","notes":"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\"bin_1\", target_col=\"target\", target_value='1', min_support=5, top_k=14. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..af0c8951f92a8e3fbb17f8223772c34e55f01de9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:11.851891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:14.310527Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:22.417434Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2db594e7ce151465ba3231b99729296a1898a3bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, target_col=target. +Result preview: [{"bin_1": "0", "support": 223018, "focus_rate": 0.3299464617205786}, {"bin_1": "1", "support": 76982, "focus_rate": 0.23615910212777014}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23d6df401b25509533ed56497b1265fd202d0a1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_ca0b42e4ab54a86e +-- problem_id: v2p_c14_7d2edc7644d20b0c +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c826948f094b7779041c93fc46d956e4da7ff1e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\", \"columns\": [\"bin_1\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 223018, \"focus_rate\": 0.3299464617205786}, {\"bin_1\": \"1\", \"support\": 76982, \"focus_rate\": 0.23615910212777014}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 246.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42df3ae45880b814c9e482b1935a4d05a7a83d18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:50:11.577242+00:00", + "ended_at": "2026-05-04T08:50:23.460088+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ca0b42e4ab54a86e", + "problem_id": "v2p_c14_7d2edc7644d20b0c", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=bin_1, target_col=target.", + "bindings": { + "group_col": "bin_1", + "target_col": "target", + "target_value": "1", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ca0b42e4ab54a86e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ca0b42e4ab54a86e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 177, + "total_tokens": 24129, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 4007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11535.5, + "sql_execution_elapsed_ms_total": 246.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ca0b42e4ab54a86e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7168a8da7e47c8dd88bb40a4d97a74d1ea25d874 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:23.210510+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11535.5, "started_at": "2026-05-04T08:50:11.630086+00:00", "ended_at": "2026-05-04T08:50:23.165790+00:00", "prompt_metrics": {"chars": 12019, "bytes_utf8": 12019, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 177}, "stderr_preview": "2026-05-04T08:50:11.851891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:14.310527Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 14;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with fixed bindings: group_col=\\\"bin_1\\\", target_col=\\\"target\\\", target_value='1', min_support=5, top_k=14. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e70cca0d2117d6b5011437944453cae8a5318a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ca0b42e4ab54a86e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ca0b42e4ab54a86e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 177, + "total_tokens": 24129, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 144, + "estimated_total_tokens": 4007, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11535.5, + "sql_execution_elapsed_ms_total": 246.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ca0b42e4ab54a86e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4868137d935bfbacddb660de9941b5f37460b669 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11925, "bytes_utf8": 11925, "lines": 399, "estimated_tokens": 3814}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ac69dace3d547f69dd722ec7839681e5115dfb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cab314e1cb32d6e3", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 124, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10406.62, + "sql_execution_elapsed_ms_total": 287.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cab314e1cb32d6e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..01e83156ccafc0c21bac4c53e7ffa41876c16b23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:27:47.244381+00:00", + "ended_at": "2026-05-04T08:27:57.650521+00:00", + "elapsed_ms": 10406.62, + "prompt_metrics": { + "chars": 11925, + "bytes_utf8": 11925, + "lines": 399, + "estimated_tokens": 3814 + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20669865f83042ccd929112341216a1140630d6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_2, condition_col=bin_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_2", + "condition_col": "bin_1", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eab5369471e939eacddb349fa0470184ae35fac3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-c131-7163-a2f0-3e93a6011ab2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"nom_2\\\" and condition_col bound to \\\"bin_1\\\", using condition_value '1' as specified.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":22912,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adb3e0543f4110839813bcd64d288dbfb90f1d3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"bin_1\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"nom_2\" and condition_col bound to \"bin_1\", using condition_value '1' as specified."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2965a002d462782dc4fb62184dc685c024f64e63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:27:47.463621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:49.789314Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:56.988795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..926c89ef745ba8bae87b656bb65f6e9c0c639021 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_2, condition_col=bin_1. +Result preview: [{"nom_2": "Axolotl", "condition_rate": 0.2618718175780385}, {"nom_2": "Cat", "condition_rate": 0.258281479691496}, {"nom_2": "Snake", "condition_rate": 0.25772635333521826}, {"nom_2": "Dog", "condition_rate": 0.2569704091443222}, {"nom_2": "Hamster", "condition_rate": 0.2544172008003527}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..49aaf2f6415a0cae4ceafb9bb4207331f66e0da2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_cab314e1cb32d6e3 +-- problem_id: v2p_c14_fafbc8c6ba2b05ad +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "bin_1" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..970596dc632a4cd25410a2c2b41f2f82a4bf405a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_2\",\n AVG(CASE WHEN \"bin_1\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_2\\\",\\n AVG(CASE WHEN \\\"bin_1\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_2\", \"condition_rate\"], \"rows\": [{\"nom_2\": \"Axolotl\", \"condition_rate\": 0.2618718175780385}, {\"nom_2\": \"Cat\", \"condition_rate\": 0.258281479691496}, {\"nom_2\": \"Snake\", \"condition_rate\": 0.25772635333521826}, {\"nom_2\": \"Dog\", \"condition_rate\": 0.2569704091443222}, {\"nom_2\": \"Hamster\", \"condition_rate\": 0.2544172008003527}, {\"nom_2\": \"Lion\", \"condition_rate\": 0.25390196949503924}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 287.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b9c2dac7398b9a66d3985575193e6abf3a68d92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:27:47.176178+00:00", + "ended_at": "2026-05-04T08:27:57.968116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cab314e1cb32d6e3", + "problem_id": "v2p_c14_fafbc8c6ba2b05ad", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=nom_2, condition_col=bin_1.", + "bindings": { + "group_col": "nom_2", + "condition_col": "bin_1", + "condition_value": "1", + "positive_value": "0", + "negative_value": "1", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cab314e1cb32d6e3.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cab314e1cb32d6e3", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 124, + "total_tokens": 24029, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3922, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10406.62, + "sql_execution_elapsed_ms_total": 287.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cab314e1cb32d6e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38bd0c9f66482684c94ef2e4e92ff031b0a2f465 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cab314e1cb32d6e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:57.671204+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10406.62, "started_at": "2026-05-04T08:27:47.244381+00:00", "ended_at": "2026-05-04T08:27:57.650521+00:00", "prompt_metrics": {"chars": 11925, "bytes_utf8": 11925, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 124}, "stderr_preview": "2026-05-04T08:27:47.463621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:49.789314Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=month.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "month", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6968f3e533cd2dae0b2062e284fe2081ff3b6beb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-bb56-7f60-9454-611f37aae4fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"month\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"month\\\", predicate_col=\\\"ord_0\\\", predicate_op=\\\">=\\\", predicate_value=2.5, top_k=11. CAST(\\\"ord_0\\\" AS REAL) keeps the comparison SQLite-compatible because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23886,"cached_input_tokens":23424,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..765af81d6de3fac8b03ace1de94f30e7c7bea520 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"month\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"month\", predicate_col=\"ord_0\", predicate_op=\">=\", predicate_value=2.5, top_k=11. CAST(\"ord_0\" AS REAL) keeps the comparison SQLite-compatible because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac735543b23a9e7864d39ff0b4faae59df72164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:22.904815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:25.291365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:34.558575Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca42af5bebc98866fbe71507dbcd3bef11bfb8f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=month. +Result preview: [{"month": "2", "support": 5838}, {"month": "3", "support": 5253}, {"month": "1", "support": 5244}, {"month": "11", "support": 3342}, {"month": "4", "support": 3237}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70a9f8a9acee6c6ed59dca923b6b05ce78c967a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_cad38a5f7cf9674f +-- problem_id: v2p_c14_fff65143013feb29 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "month" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bb6e551304f52ba644284ec8aea357a3934c987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"month\", COUNT(*) AS support\nFROM \"c14\"\nWHERE CAST(\"ord_0\" AS REAL) >= 2.5\nGROUP BY \"month\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"month\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE CAST(\\\"ord_0\\\" AS REAL) >= 2.5\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"month\", \"support\"], \"rows\": [{\"month\": \"2\", \"support\": 5838}, {\"month\": \"3\", \"support\": 5253}, {\"month\": \"1\", \"support\": 5244}, {\"month\": \"11\", \"support\": 3342}, {\"month\": \"4\", \"support\": 3237}, {\"month\": \"12\", \"support\": 3223}, {\"month\": \"9\", \"support\": 3158}, {\"month\": \"10\", \"support\": 2926}, {\"month\": \"7\", \"support\": 2576}, {\"month\": \"8\", \"support\": 2449}, {\"month\": \"5\", \"support\": 1413}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 129.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10c621c75fc8b980765fbf9d0dcf932ffa035813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:11:22.633935+00:00", + "ended_at": "2026-05-04T08:11:35.567576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cad38a5f7cf9674f", + "problem_id": "v2p_c14_fff65143013feb29", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=month.", + "bindings": { + "group_col": "month", + "predicate_col": "ord_0", + "predicate_op": ">=", + "predicate_value": 2.5, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cad38a5f7cf9674f.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cad38a5f7cf9674f", + "api_calls": 0, + "input_tokens": 23886, + "cached_input_tokens": 23424, + "output_tokens": 148, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3797, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12703.96, + "sql_execution_elapsed_ms_total": 129.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cad38a5f7cf9674f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50bf1cd595df7ce7686466d037361b1a07d257a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:11:35.430779+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12703.96, "started_at": "2026-05-04T08:11:22.706296+00:00", "ended_at": "2026-05-04T08:11:35.410165+00:00", "prompt_metrics": {"chars": 11874, "bytes_utf8": 11874, "lines": 398, "estimated_tokens": 3797}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 23886, "cached_input_tokens": 23424, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:11:22.904815Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:25.291365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.5\\nGROUP BY \\\"month\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"month\\\", predicate_col=\\\"ord_0\\\", predicate_op=\\\">=\\\", predicate_value=2.5, top_k=11. CAST(\\\"ord_0\\\" AS REAL) keeps the comparison SQLite-compatible because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..689e552837a40f362cf539ad77d2a07f62a847f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cad38a5f7cf9674f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cad38a5f7cf9674f", + "api_calls": 0, + "input_tokens": 23886, + "cached_input_tokens": 23424, + "output_tokens": 148, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3797, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3929, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12703.96, + "sql_execution_elapsed_ms_total": 129.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cad38a5f7cf9674f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe145270e497898f3029b438131d54756cc8ca7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Lion", "support": 101295, "support_share": 0.33765, "cumulative_support": 101295}, {"value_label": "Cat", "support": 49659, "support_share": 0.16553, "cumulative_support": 150954}, {"value_label": "Snake", "support": 45979, "support_share": 0.15326333333333333, "cumulative_support": 196933}, {"value_label": "Dog", "support": 37444, "support_share": 0.12481333333333333, "cumulative_support": 234377}, {"value_label": "Axolotl", "support": 36136, "support_share": 0.12045333333333333, "cumulative_support": 270513}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccea426c197858622c118c6ab4ed8bac2779d748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_cb0355276263441a +-- problem_id: v2p_c14_70ad390cf4648348 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d09453f02fa55fe007380e5f350c05bd0acb2397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_c14_cb0355276263441a\n-- problem_id: v2p_c14_70ad390cf4648348\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"nom_2\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"nom_2\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_c14_cb0355276263441a\\n-- problem_id: v2p_c14_70ad390cf4648348\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"nom_2\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"nom_2\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Lion\", \"support\": 101295, \"support_share\": 0.33765, \"cumulative_support\": 101295}, {\"value_label\": \"Cat\", \"support\": 49659, \"support_share\": 0.16553, \"cumulative_support\": 150954}, {\"value_label\": \"Snake\", \"support\": 45979, \"support_share\": 0.15326333333333333, \"cumulative_support\": 196933}, {\"value_label\": \"Dog\", \"support\": 37444, \"support_share\": 0.12481333333333333, \"cumulative_support\": 234377}, {\"value_label\": \"Axolotl\", \"support\": 36136, \"support_share\": 0.12045333333333333, \"cumulative_support\": 270513}, {\"value_label\": \"Hamster\", \"support\": 29487, \"support_share\": 0.09829, \"cumulative_support\": 300000}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 233.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1611ffddaa886aea02946e858490efe34c997326 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:09.512697+00:00", + "ended_at": "2026-05-04T09:00:09.752003+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cb0355276263441a", + "problem_id": "v2p_c14_70ad390cf4648348", + "dataset_id": "c14", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=nom_2.", + "bindings": { + "group_col": "nom_2" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cb0355276263441a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cb0355276263441a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27f1a4716c4fad16ff49dd6215e14f3057b5975f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23945, "cached_input_tokens": 3968, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5534558dfe3868bb3444adc594343ad582b989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cbd90231abc70c6b", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 3968, + "output_tokens": 153, + "total_tokens": 24098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3991, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11150.8, + "sql_execution_elapsed_ms_total": 481.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cbd90231abc70c6b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0d610d64b86bb0e1fcf84fbcaddfa09f77557af2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:24:31.634581+00:00", + "ended_at": "2026-05-04T08:24:42.785674+00:00", + "elapsed_ms": 11150.8, + "prompt_metrics": { + "chars": 11991, + "bytes_utf8": 11991, + "lines": 399, + "estimated_tokens": 3854 + }, + "stdout_metrics": { + "chars": 801, + "bytes_utf8": 801, + "lines": 4, + "estimated_tokens": 242 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 469, + "bytes_utf8": 469, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 23945, + "cached_input_tokens": 3968, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8c5c8ebf3926601e9a3302e59f2552b7853c201 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d266597c5bb6951d4e79d963ba2d3edf79596a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df216-c518-7740-86f3-efabce4943bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_3, target_col=target, and target_value='0'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23945,"cached_input_tokens":3968,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c907c51b3d6c0f93abdea8955320aa1aa8c01b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_3\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_3, target_col=target, and target_value='0'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec82b31d26e3248e74d3c6edfb25a8135132fe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:24:31.821879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:24:34.421023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:24:41.958824Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d8e95b9a541c2dd1c6e2433a4ab4c1cd3497d54 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_3, target_col=target. +Result preview: [{"bin_3": "T", "nom_3": "Finland", "target_rate": 0.7575644972927063}, {"bin_3": "F", "nom_3": "Finland", "target_rate": 0.7567940786566505}, {"bin_3": "T", "nom_3": "Russia", "target_rate": 0.7156412788783671}, {"bin_3": "F", "nom_3": "Russia", "target_rate": 0.7042074205803897}, {"bin_3": "T", "nom_3": "Costa Rica", "target_rate": 0.6921707224950089}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..89e73f9252af4299c78ebf07ffe689cec78589e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_cbd90231abc70c6b +-- problem_id: v2p_c14_415c8376b667a988 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f9a8df01b6b0f354de04ff495415c4de98e81d1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_3\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_3\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"nom_3\": \"Finland\", \"target_rate\": 0.7575644972927063}, {\"bin_3\": \"F\", \"nom_3\": \"Finland\", \"target_rate\": 0.7567940786566505}, {\"bin_3\": \"T\", \"nom_3\": \"Russia\", \"target_rate\": 0.7156412788783671}, {\"bin_3\": \"F\", \"nom_3\": \"Russia\", \"target_rate\": 0.7042074205803897}, {\"bin_3\": \"T\", \"nom_3\": \"Costa Rica\", \"target_rate\": 0.6921707224950089}, {\"bin_3\": \"T\", \"nom_3\": \"China\", \"target_rate\": 0.6899787685774947}, {\"bin_3\": \"F\", \"nom_3\": \"China\", \"target_rate\": 0.686494176224771}, {\"bin_3\": \"F\", \"nom_3\": \"Costa Rica\", \"target_rate\": 0.6780292179891149}, {\"bin_3\": \"T\", \"nom_3\": \"Canada\", \"target_rate\": 0.6611359535576998}, {\"bin_3\": \"F\", \"nom_3\": \"Canada\", \"target_rate\": 0.6592386637772417}, {\"bin_3\": \"T\", \"nom_3\": \"India\", \"target_rate\": 0.6412376461468897}, {\"bin_3\": \"F\", \"nom_3\": \"India\", \"target_rate\": 0.635961578329072}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 481.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53d7ea773780c00706e3a1b60cad56b08c05ee56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:24:31.574964+00:00", + "ended_at": "2026-05-04T08:24:43.296048+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cbd90231abc70c6b", + "problem_id": "v2p_c14_415c8376b667a988", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_3, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_3", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cbd90231abc70c6b.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cbd90231abc70c6b", + "api_calls": 0, + "input_tokens": 23945, + "cached_input_tokens": 3968, + "output_tokens": 153, + "total_tokens": 24098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3854, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3991, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11150.8, + "sql_execution_elapsed_ms_total": 481.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cbd90231abc70c6b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bbf82df08276ca39238dc966dda634f6902ffd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cbd90231abc70c6b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:24:42.803707+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11150.8, "started_at": "2026-05-04T08:24:31.634581+00:00", "ended_at": "2026-05-04T08:24:42.785674+00:00", "prompt_metrics": {"chars": 11991, "bytes_utf8": 11991, "lines": 399, "estimated_tokens": 3854}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23945, "cached_input_tokens": 3968, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:24:31.821879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:24:34.421023Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, condition_col=bin_4.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_0", + "condition_col": "bin_4", + "condition_value": "N", + "positive_value": "Y", + "negative_value": "N", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..538b81c8d24066131cf0cb6a5c223014a866d42a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-e02a-7da2-ab0d-b51b70c332cb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"bin_4\\\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_0\\\" and condition_col=\\\"bin_4\\\", condition_value='N'. All identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":23424,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c21f7eaf500237a24143a094ddfc8507adaf863e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"bin_4\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_0\" and condition_col=\"bin_4\", condition_value='N'. All identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bba79d937f46a468bf2935fb2d64f52c1bd85c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:00.913565Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:03.324396Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:12.760322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be7b15554f845688cf6a213903e82a815385d89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, condition_col=bin_4. +Result preview: [{"ord_0": "3", "condition_rate": 0.3623566484140924}, {"ord_0": "1", "condition_rate": 0.36137257115876126}, {"ord_0": "2", "condition_rate": 0.36012522953731296}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b254adf915343c8f3ef3ba67397aeb3c81e24282 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_cc11a3ca60aed68a +-- problem_id: v2p_c14_fd62cacebfe0f0f0 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "bin_4" = 'N' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c579e861db1d3b0904e9c8ace901432c8d046e3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"bin_4\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"bin_4\\\" = 'N' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_0\", \"condition_rate\"], \"rows\": [{\"ord_0\": \"3\", \"condition_rate\": 0.3623566484140924}, {\"ord_0\": \"1\", \"condition_rate\": 0.36137257115876126}, {\"ord_0\": \"2\", \"condition_rate\": 0.36012522953731296}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 240.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25bb22dba9154d4d405b37eb5b624439fb8e72a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:29:00.648476+00:00", + "ended_at": "2026-05-04T08:29:13.689877+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cc11a3ca60aed68a", + "problem_id": "v2p_c14_fd62cacebfe0f0f0", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, condition_col=bin_4.", + "bindings": { + "group_col": "ord_0", + "condition_col": "bin_4", + "condition_value": "N", + "positive_value": "Y", + "negative_value": "N", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cc11a3ca60aed68a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cc11a3ca60aed68a", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 23424, + "output_tokens": 129, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12710.78, + "sql_execution_elapsed_ms_total": 240.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cc11a3ca60aed68a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51858d22d816bde003895414fb5f2eddbb0e9c6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cc11a3ca60aed68a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:13.441742+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12710.78, "started_at": "2026-05-04T08:29:00.711552+00:00", "ended_at": "2026-05-04T08:29:13.422346+00:00", "prompt_metrics": {"chars": 11934, "bytes_utf8": 11934, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23905, "cached_input_tokens": 23424, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:29:00.913565Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:03.324396Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03eadb4adf5b7cba1717179eea2e344a1157e07d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_cef6bd2af8d1adae\n-- problem_id: v2p_c14_e0c31fcd717b3e58\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_9\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_cef6bd2af8d1adae\\n-- problem_id: v2p_c14_e0c31fcd717b3e58\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_9\", \"support\", \"avg_response\"], \"rows\": [{\"nom_9\": \"163cc60fa\", \"support\": 72, \"avg_response\": 4.986111111111111}, {\"nom_9\": \"21578b358\", \"support\": 70, \"avg_response\": 6.285714285714286}, {\"nom_9\": \"412859a59\", \"support\": 67, \"avg_response\": 6.417910447761194}, {\"nom_9\": \"e8be2364b\", \"support\": 67, \"avg_response\": 4.388059701492537}, {\"nom_9\": \"f12f038cc\", \"support\": 66, \"avg_response\": 6.636363636363637}, {\"nom_9\": \"ca7ddfae9\", \"support\": 65, \"avg_response\": 5.846153846153846}, {\"nom_9\": \"2257000b0\", \"support\": 64, \"avg_response\": 6.125}, {\"nom_9\": \"38039d3a8\", \"support\": 64, \"avg_response\": 5.921875}, {\"nom_9\": \"7d43106ff\", \"support\": 63, \"avg_response\": 6.238095238095238}, {\"nom_9\": \"2668255cf\", \"support\": 63, \"avg_response\": 6.126984126984127}, {\"nom_9\": \"971c72d33\", \"support\": 63, \"avg_response\": 5.73015873015873}, {\"nom_9\": \"3e1d307ac\", \"support\": 63, \"avg_response\": 5.619047619047619}, {\"nom_9\": \"f43b6639b\", \"support\": 63, \"avg_response\": 5.571428571428571}, {\"nom_9\": \"3a5b9bbd7\", \"support\": 63, \"avg_response\": 5.301587301587301}, {\"nom_9\": \"d4d9cd1e9\", \"support\": 62, \"avg_response\": 6.241935483870968}, {\"nom_9\": \"b043b3d84\", \"support\": 62, \"avg_response\": 6.048387096774194}, {\"nom_9\": \"0e2bfc354\", \"support\": 62, \"avg_response\": 5.935483870967742}, {\"nom_9\": \"8defee9b8\", \"support\": 62, \"avg_response\": 5.870967741935484}, {\"nom_9\": \"b37f33d00\", \"support\": 62, \"avg_response\": 5.82258064516129}, {\"nom_9\": \"ae709c39d\", \"support\": 62, \"avg_response\": 5.596774193548387}, {\"nom_9\": \"a92c41029\", \"support\": 62, \"avg_response\": 5.467741935483871}, {\"nom_9\": \"912eb6e42\", \"support\": 62, \"avg_response\": 5.451612903225806}, {\"nom_9\": \"0a29d2401\", \"support\": 62, \"avg_response\": 5.193548387096774}, {\"nom_9\": \"a1d23b123\", \"support\": 61, \"avg_response\": 6.229508196721311}, {\"nom_9\": \"fe5220394\", \"support\": 61, \"avg_response\": 6.229508196721311}, {\"nom_9\": \"9fbd214f0\", \"support\": 61, \"avg_response\": 6.065573770491803}, {\"nom_9\": \"2b7212b50\", \"support\": 61, \"avg_response\": 6.016393442622951}, {\"nom_9\": \"95db371aa\", \"support\": 61, \"avg_response\": 5.950819672131147}, {\"nom_9\": \"4ef13e388\", \"support\": 61, \"avg_response\": 5.918032786885246}, {\"nom_9\": \"428d5bad6\", \"support\": 61, \"avg_response\": 5.721311475409836}, {\"nom_9\": \"1903e8cdf\", \"support\": 61, \"avg_response\": 5.704918032786885}, {\"nom_9\": \"8e6834928\", \"support\": 61, \"avg_response\": 5.622950819672131}, {\"nom_9\": \"c1324082f\", \"support\": 61, \"avg_response\": 5.524590163934426}, {\"nom_9\": \"60f27e6b6\", \"support\": 61, \"avg_response\": 5.508196721311475}, {\"nom_9\": \"af920cd89\", \"support\": 61, \"avg_response\": 4.967213114754099}, {\"nom_9\": \"d608ebad3\", \"support\": 61, \"avg_response\": 4.475409836065574}, {\"nom_9\": \"9332ff270\", \"support\": 60, \"avg_response\": 6.483333333333333}, {\"nom_9\": \"18e372a4d\", \"support\": 60, \"avg_response\": 6.3}, {\"nom_9\": \"c54a4d273\", \"support\": 60, \"avg_response\": 6.216666666666667}, {\"nom_9\": \"fe7aa1794\", \"support\": 60, \"avg_response\": 6.116666666666666}, {\"nom_9\": \"8dfb56d84\", \"support\": 60, \"avg_response\": 6.066666666666666}, {\"nom_9\": \"b22e596ed\", \"support\": 60, \"avg_response\": 5.983333333333333}, {\"nom_9\": \"2533756c6\", \"support\": 60, \"avg_response\": 5.933333333333334}, {\"nom_9\": \"cefa8140e\", \"support\": 60, \"avg_response\": 5.75}, {\"nom_9\": \"8e0450be1\", \"support\": 60, \"avg_response\": 5.683333333333334}, {\"nom_9\": \"04ee2825d\", \"support\": 60, \"avg_response\": 5.65}, {\"nom_9\": \"a16b1d8cd\", \"support\": 60, \"avg_response\": 5.65}, {\"nom_9\": \"27c271936\", \"support\": 60, \"avg_response\": 5.616666666666666}, {\"nom_9\": \"03dae55ac\", \"support\": 60, \"avg_response\": 5.283333333333333}, {\"nom_9\": \"770664efa\", \"support\": 60, \"avg_response\": 5.25}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 449.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98ae4c5a84a53284a9b852a7f3fc2bf8ef0c86af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:23.869064+00:00", + "ended_at": "2026-05-04T09:00:24.323184+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cef6bd2af8d1adae", + "problem_id": "v2p_c14_e0c31fcd717b3e58", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_9.", + "bindings": { + "key_col": "nom_9", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cef6bd2af8d1adae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cef6bd2af8d1adae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1a47e37a52f2d7ed9b7deb16bcfcc18520345a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3794}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23883, "cached_input_tokens": 19840, "output_tokens": 136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..818c44be50a397fc2a92b8e447835495b0c5cf69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cf9a4ff25951fe6a", + "api_calls": 0, + "input_tokens": 23883, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 24019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3794, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12456.97, + "sql_execution_elapsed_ms_total": 110.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cf9a4ff25951fe6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..44afe6ec54220f334741311a3b7bc840045b5f73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:59.684475+00:00", + "ended_at": "2026-05-04T08:12:12.141390+00:00", + "elapsed_ms": 12456.97, + "prompt_metrics": { + "chars": 11873, + "bytes_utf8": 11873, + "lines": 398, + "estimated_tokens": 3794 + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 383, + "bytes_utf8": 383, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 23883, + "cached_input_tokens": 19840, + "output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a30ba03c896a112bd3e0f03378c9c275c7794758 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "target", + "predicate_col": "ord_5", + "predicate_op": "=", + "predicate_value": "aM", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..479d4dc7202b65e1363b1ad14ec835c65da6d8c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-4bbe-7da2-81f8-555f6d909d41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"target\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_5\\\" = 'aM'\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"target\\\", predicate_col=\\\"ord_5\\\", predicate_op=\\\"=\\\", predicate_value='aM', top_k=17.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23883,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..997afc76fec3b45b626f973a10b00a4018c67824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"target\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_5\" = 'aM'\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"target\", predicate_col=\"ord_5\", predicate_op=\"=\", predicate_value='aM', top_k=17."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c97de41262154143e5b972892298e9a9bd303849 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:59.868578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:02.227502Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:11.345374Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a3f39888655f65297e6cc46a6ad3cd3c455051d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target. +Result preview: [{"target": "0", "support": 1525}, {"target": "1", "support": 620}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2fc7888d228cd81cfe9637c73224f4f09308ebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_cf9a4ff25951fe6a +-- problem_id: v2p_c14_f5771f6b0712b394 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS support +FROM "c14" +WHERE "ord_5" = 'aM' +GROUP BY "target" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34dc6dc5f43df589711ba3a448f66b58bec1306a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"target\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_5\" = 'aM'\nGROUP BY \"target\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"target\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_5\\\" = 'aM'\\nGROUP BY \\\"target\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"target\", \"support\"], \"rows\": [{\"target\": \"0\", \"support\": 1525}, {\"target\": \"1\", \"support\": 620}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 110.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e1821f855d081e555eeef502a44c48eb94f89a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:11:59.623202+00:00", + "ended_at": "2026-05-04T08:12:12.303895+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_cf9a4ff25951fe6a", + "problem_id": "v2p_c14_f5771f6b0712b394", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=target.", + "bindings": { + "group_col": "target", + "predicate_col": "ord_5", + "predicate_op": "=", + "predicate_value": "aM", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_cf9a4ff25951fe6a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_cf9a4ff25951fe6a", + "api_calls": 0, + "input_tokens": 23883, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 24019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3794, + "estimated_output_tokens": 104, + "estimated_total_tokens": 3898, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12456.97, + "sql_execution_elapsed_ms_total": 110.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_cf9a4ff25951fe6a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c56c6ac1b9bde29683764c478220de90e20c6ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_cf9a4ff25951fe6a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:12.184844+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12456.97, "started_at": "2026-05-04T08:11:59.684475+00:00", "ended_at": "2026-05-04T08:12:12.141390+00:00", "prompt_metrics": {"chars": 11873, "bytes_utf8": 11873, "lines": 398, "estimated_tokens": 3794}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 23883, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T08:11:59.868578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:02.227502Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=target, measure_col=ord_0.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..28db169ac317485efa01c80911444f8ea6430a22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df233-9ce2-7790-b90b-ccae23943ded"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"target\\\", SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nHAVING SUM(CAST(\\\"ord_0\\\" AS REAL)) > 2.5\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"target\\\" and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":22912,"output_tokens":233}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b9b222ed0591102de217c6748c5e7ad0c6bf935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"target\", SUM(CAST(\"ord_0\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"target\"\nHAVING SUM(CAST(\"ord_0\" AS REAL)) > 2.5\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"target\" and measure_col=\"ord_0\". Cast \"ord_0\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c114a794397acceb98a9e4de5c2ff5b09a4ca362 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:56:02.120212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:56:04.617877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:56:14.918601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1f4c745ecc801d24f09c66eea7b8c239b513990 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=target, measure_col=ord_0. +Result preview: [{"target": "0", "total_measure": 299214.0}, {"target": "1", "total_measure": 144656.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..518dbc2e7947a7c461f8ee9c5daa65110c04cf73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_d046f08dd67ce888 +-- problem_id: v2p_c14_92a9621794c3a7ee +-- realization_mode: agent +-- source_kind: agent +SELECT "target", SUM(CAST("ord_0" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "target" +HAVING SUM(CAST("ord_0" AS REAL)) > 2.5 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b169b88345b7ff06f01a8470802a92e31e95f466 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"target\", SUM(CAST(\"ord_0\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"target\"\nHAVING SUM(CAST(\"ord_0\" AS REAL)) > 2.5\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"target\\\", SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"target\\\"\\nHAVING SUM(CAST(\\\"ord_0\\\" AS REAL)) > 2.5\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"target\", \"total_measure\"], \"rows\": [{\"target\": \"0\", \"total_measure\": 299214.0}, {\"target\": \"1\", \"total_measure\": 144656.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 235.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1df7bab8563a59d8fd80c6536d4f2c47ef452f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:56:01.807588+00:00", + "ended_at": "2026-05-04T08:56:15.870126+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d046f08dd67ce888", + "problem_id": "v2p_c14_92a9621794c3a7ee", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=target, measure_col=ord_0.", + "bindings": { + "group_col": "target", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d046f08dd67ce888.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d046f08dd67ce888", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 22912, + "output_tokens": 233, + "total_tokens": 24114, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13743.28, + "sql_execution_elapsed_ms_total": 235.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d046f08dd67ce888\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..170ddd1717372e42ef02fa10115a9e3b800aa6b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:56:15.624724+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13743.28, "started_at": "2026-05-04T08:56:01.862372+00:00", "ended_at": "2026-05-04T08:56:15.605659+00:00", "prompt_metrics": {"chars": 11853, "bytes_utf8": 11853, "lines": 396, "estimated_tokens": 3792}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 23881, "cached_input_tokens": 22912, "output_tokens": 233}, "stderr_preview": "2026-05-04T08:56:02.120212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:56:04.617877Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.5\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"target\\\" and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d1d555ec7f70afabebb52c8d6275985e55fa32b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d046f08dd67ce888/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d046f08dd67ce888", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 22912, + "output_tokens": 233, + "total_tokens": 24114, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3792, + "estimated_output_tokens": 120, + "estimated_total_tokens": 3912, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13743.28, + "sql_execution_elapsed_ms_total": 235.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d046f08dd67ce888\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfc6b8f0c68d4986590ad44389950fca5d9716e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11928, "bytes_utf8": 11928, "lines": 399, "estimated_tokens": 3813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37845064e4d7ebde2379296227e27a28b6389d5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d0af920575e76399", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13036.17, + "sql_execution_elapsed_ms_total": 304.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d0af920575e76399\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b17af0f8f0cacb40ffed92c2b976767d7b5427a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:13.750877+00:00", + "ended_at": "2026-05-04T08:29:26.783057+00:00", + "elapsed_ms": 13036.17, + "prompt_metrics": { + "chars": 11928, + "bytes_utf8": 11928, + "lines": 399, + "estimated_tokens": 3813 + }, + "stdout_metrics": { + "chars": 750, + "bytes_utf8": 750, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 417, + "bytes_utf8": 417, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 185 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e63f127e0aa19d2b7a5a72445aee0fef1485b53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_1, condition_col=nom_0.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_1", + "condition_col": "nom_0", + "condition_value": "Blue", + "positive_value": "Blue", + "negative_value": "Green", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dafe543d4ee56a14f6b8025cbb7150fd2d1d694 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-131b-71c3-a3f8-ec1dcdf17156"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"nom_0\\\" = 'Blue' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"ord_1\\\" and condition_col=\\\"nom_0\\\", using condition_value='Blue' and SQLite-compatible AVG(CASE WHEN ...) logic.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":19840,"output_tokens":185}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a9e50b2eae1e7b79ef6b397284ec027362157f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"nom_0\" = 'Blue' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY \"condition_rate\" DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"ord_1\" and condition_col=\"nom_0\", using condition_value='Blue' and SQLite-compatible AVG(CASE WHEN ...) logic."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a91c413d565b73443240b233ff2efd913587b312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:13.976544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:16.374706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:25.791447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ad37d053d747a62dfb1bb864188ef8c8a5077e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_1, condition_col=nom_0. +Result preview: [{"ord_1": "Master", "condition_rate": 0.32156988557373545}, {"ord_1": "Novice", "condition_rate": 0.32121216909063616}, {"ord_1": "Grandmaster", "condition_rate": 0.321188717259906}, {"ord_1": "Contributor", "condition_rate": 0.3194933638123673}, {"ord_1": "Expert", "condition_rate": 0.3159385597446639}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5705b39cc0acca30e9b6c1f70ece6b8735c25ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_d0af920575e76399 +-- problem_id: v2p_c14_4c9980e2d26977b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "nom_0" = 'Blue' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c14" +GROUP BY "ord_1" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfe2584dea6f86634cfbd9b8ce0a6e49773445f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_1\",\n AVG(CASE WHEN \"nom_0\" = 'Blue' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"nom_0\\\" = 'Blue' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"ord_1\", \"condition_rate\"], \"rows\": [{\"ord_1\": \"Master\", \"condition_rate\": 0.32156988557373545}, {\"ord_1\": \"Novice\", \"condition_rate\": 0.32121216909063616}, {\"ord_1\": \"Grandmaster\", \"condition_rate\": 0.321188717259906}, {\"ord_1\": \"Contributor\", \"condition_rate\": 0.3194933638123673}, {\"ord_1\": \"Expert\", \"condition_rate\": 0.3159385597446639}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 304.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9db93622f0cc5eb78663757d75d44ba2928bfe45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:29:13.692055+00:00", + "ended_at": "2026-05-04T08:29:27.123677+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d0af920575e76399", + "problem_id": "v2p_c14_4c9980e2d26977b2", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=ord_1, condition_col=nom_0.", + "bindings": { + "group_col": "ord_1", + "condition_col": "nom_0", + "condition_value": "Blue", + "positive_value": "Blue", + "negative_value": "Green", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d0af920575e76399.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d0af920575e76399", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 19840, + "output_tokens": 185, + "total_tokens": 24089, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 115, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13036.17, + "sql_execution_elapsed_ms_total": 304.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d0af920575e76399\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad8c3395f0dca1e1d75317a048765894205d0b48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d0af920575e76399/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:26.810237+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13036.17, "started_at": "2026-05-04T08:29:13.750877+00:00", "ended_at": "2026-05-04T08:29:26.783057+00:00", "prompt_metrics": {"chars": 11928, "bytes_utf8": 11928, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 23904, "cached_input_tokens": 19840, "output_tokens": 185}, "stderr_preview": "2026-05-04T08:29:13.976544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:16.374706Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_2.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_2", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6a4c3e94ba75425287f66fd26f84173e47362af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df235-6d2d-7872-8838-ff2cb93243af"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ord_1\\\", \\\"ord_2\\\"\\nLIMIT 17;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with fixed bindings group_col=ord_1, group_col_2=ord_2, top_k=17, on the single table \\\"c14\\\" with SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23921,"cached_input_tokens":22912,"output_tokens":148}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03463bab4eeda17c805fc4f693e307e138a095bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_2\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_2\"\nORDER BY \"support\" ASC, \"ord_1\", \"ord_2\"\nLIMIT 17;","notes":"Uses the provided Pairwise Sparse Slice Count template with fixed bindings group_col=ord_1, group_col_2=ord_2, top_k=17, on the single table \"c14\" with SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a405964744cfd8a4293d7d90a56a0fd344865080 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:58:00.947935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:58:03.386167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:58:11.350840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e89a565127546cafe4e6be68d5fce53d44ffe73e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_2. +Result preview: [{"ord_1": "Expert", "ord_2": "Warm", "support": 1642}, {"ord_1": "Master", "ord_2": "Warm", "support": 1852}, {"ord_1": "Expert", "ord_2": "Hot", "support": 1887}, {"ord_1": "Master", "ord_2": "Hot", "support": 2069}, {"ord_1": "Expert", "ord_2": "Cold", "support": 2850}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c638977dd9e3e49949c42afa3c3ed4b74ac02383 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_d29966bd4eb76354 +-- problem_id: v2p_c14_175d2ab9bcf81aa6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_2", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "ord_1", "ord_2" +ORDER BY "support" ASC, "ord_1", "ord_2" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5737c648c7a8c64b250099bd28178c38054395c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"ord_1\",\n \"ord_2\",\n COUNT(*) AS \"support\"\nFROM \"c14\"\nGROUP BY \"ord_1\", \"ord_2\"\nORDER BY \"support\" ASC, \"ord_1\", \"ord_2\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"ord_1\\\",\\n \\\"ord_2\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\", \\\"ord_2\\\"\\nORDER BY \\\"support\\\" ASC, \\\"ord_1\\\", \\\"ord_2\\\"\\nLIMIT 17;\", \"columns\": [\"ord_1\", \"ord_2\", \"support\"], \"rows\": [{\"ord_1\": \"Expert\", \"ord_2\": \"Warm\", \"support\": 1642}, {\"ord_1\": \"Master\", \"ord_2\": \"Warm\", \"support\": 1852}, {\"ord_1\": \"Expert\", \"ord_2\": \"Hot\", \"support\": 1887}, {\"ord_1\": \"Master\", \"ord_2\": \"Hot\", \"support\": 2069}, {\"ord_1\": \"Expert\", \"ord_2\": \"Cold\", \"support\": 2850}, {\"ord_1\": \"Contributor\", \"ord_2\": \"Warm\", \"support\": 2857}, {\"ord_1\": \"Contributor\", \"ord_2\": \"Hot\", \"support\": 3122}, {\"ord_1\": \"Master\", \"ord_2\": \"Cold\", \"support\": 3129}, {\"ord_1\": \"Contributor\", \"ord_2\": \"Cold\", \"support\": 4842}, {\"ord_1\": \"Expert\", \"ord_2\": \"Boiling Hot\", \"support\": 4980}, {\"ord_1\": \"Grandmaster\", \"ord_2\": \"Warm\", \"support\": 5073}, {\"ord_1\": \"Expert\", \"ord_2\": \"Lava Hot\", \"support\": 5274}, {\"ord_1\": \"Grandmaster\", \"ord_2\": \"Hot\", \"support\": 5697}, {\"ord_1\": \"Master\", \"ord_2\": \"Boiling Hot\", \"support\": 5720}, {\"ord_1\": \"Master\", \"ord_2\": \"Lava Hot\", \"support\": 5882}, {\"ord_1\": \"Novice\", \"ord_2\": \"Warm\", \"support\": 8230}, {\"ord_1\": \"Expert\", \"ord_2\": \"Freezing\", \"support\": 8432}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 456.48}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..53a09ba422ce1c8c53c2b4e581d501f77ad24420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:58:00.667285+00:00", + "ended_at": "2026-05-04T08:58:13.137721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d29966bd4eb76354", + "problem_id": "v2p_c14_175d2ab9bcf81aa6", + "dataset_id": "c14", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_1, group_col_2=ord_2.", + "bindings": { + "group_col": "ord_1", + "group_col_2": "ord_2", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d29966bd4eb76354.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d29966bd4eb76354", + "api_calls": 0, + "input_tokens": 23921, + "cached_input_tokens": 22912, + "output_tokens": 148, + "total_tokens": 24069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3832, + "estimated_output_tokens": 132, + "estimated_total_tokens": 3964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11921.35, + "sql_execution_elapsed_ms_total": 456.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d29966bd4eb76354\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..87610d816a310fdc995a8ecde564986c20621d14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d29966bd4eb76354/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:58:12.671014+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11921.35, "started_at": "2026-05-04T08:58:00.729570+00:00", "ended_at": "2026-05-04T08:58:12.651604+00:00", "prompt_metrics": {"chars": 11858, "bytes_utf8": 11858, "lines": 396, "estimated_tokens": 3832}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 23921, "cached_input_tokens": 22912, "output_tokens": 148}, "stderr_preview": "2026-05-04T08:58:00.947935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:58:03.386167Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..192659ea26ba8fe7de9643c10fa2ade45d539d8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-97d0-7f53-965e-81e1989afeb5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"ord_1\\\" group on CAST(\\\"ord_0\\\" AS REAL), with the bound minimum group size of 5 applied.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23881,"cached_input_tokens":19840,"output_tokens":489}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17ed4f4b5da4c4c545f69cd643f4d261ddaea6a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n)\nSELECT\n \"ord_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"ord_1\" group on CAST(\"ord_0\" AS REAL), with the bound minimum group size of 5 applied."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da29ac3e42ba5f8bd4800f3a1376de9e13e2aa3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:46:10.996260Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:46:13.355585Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:27.997821Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29e9bb71e57a2b5f719af7c11dd932947ff98fdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0. +Result preview: [{"ord_1": "Contributor", "percentile_measure": 3.0}, {"ord_1": "Expert", "percentile_measure": 3.0}, {"ord_1": "Grandmaster", "percentile_measure": 3.0}, {"ord_1": "Master", "percentile_measure": 3.0}, {"ord_1": "Novice", "percentile_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e0a89430907f05388521842bb4a2796be633f28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_d46ea78e7fbd6eaf +-- problem_id: v2p_c14_4bca781b89f76f25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_1", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_1" + ) AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +) +SELECT + "ord_1", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee11900d9b2ac8149027ac2258fbff5a1604318e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_1\",\n CAST(\"ord_0\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_1\"\n ORDER BY CAST(\"ord_0\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_1\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_1\" IS NOT NULL\n AND \"ord_0\" IS NOT NULL\n)\nSELECT\n \"ord_1\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"cnt\" >= 5\n AND \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_1\\\",\\n CAST(\\\"ord_0\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ORDER BY CAST(\\\"ord_0\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_1\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_1\\\" IS NOT NULL\\n AND \\\"ord_0\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_1\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_1\", \"percentile_measure\"], \"rows\": [{\"ord_1\": \"Contributor\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Expert\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Grandmaster\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Master\", \"percentile_measure\": 3.0}, {\"ord_1\": \"Novice\", \"percentile_measure\": 3.0}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1381.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79acbb11345f31af27c5f7e73eb30b8576ba231d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:46:10.697937+00:00", + "ended_at": "2026-05-04T08:46:30.222255+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d46ea78e7fbd6eaf", + "problem_id": "v2p_c14_4bca781b89f76f25", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_1, measure_col=ord_0.", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d46ea78e7fbd6eaf.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d46ea78e7fbd6eaf", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 489, + "total_tokens": 24370, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 260, + "estimated_total_tokens": 4050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18062.28, + "sql_execution_elapsed_ms_total": 1381.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d46ea78e7fbd6eaf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66accdca4c8b9cc2f06cdcbda0a20f715365ea47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:28.834587+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18062.28, "started_at": "2026-05-04T08:46:10.749244+00:00", "ended_at": "2026-05-04T08:46:28.813913+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3790}, "response_metrics": {"chars": 812, "bytes_utf8": 812, "lines": 1, "estimated_tokens": 260}, "usage": {"input_tokens": 23881, "cached_input_tokens": 19840, "output_tokens": 489}, "stderr_preview": "2026-05-04T08:46:10.996260Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:46:13.355585Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"ord_1\\\" group on CAST(\\\"ord_0\\\" AS REAL), with the bound minimum group size of 5 applied.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd5fad4f3169a587b52a6274cee1e82a67d20e2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d46ea78e7fbd6eaf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d46ea78e7fbd6eaf", + "api_calls": 0, + "input_tokens": 23881, + "cached_input_tokens": 19840, + "output_tokens": 489, + "total_tokens": 24370, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3790, + "estimated_output_tokens": 260, + "estimated_total_tokens": 4050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18062.28, + "sql_execution_elapsed_ms_total": 1381.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d46ea78e7fbd6eaf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5417d9b92e3ef9bcea4b25460bd76d56120a0b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12084, "bytes_utf8": 12084, "lines": 398, "estimated_tokens": 3867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 23958, "cached_input_tokens": 23424, "output_tokens": 220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df78153fb7e4f5916b987fc693d5ab44b83ee9ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d6d93abb29c983b6", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 220, + "total_tokens": 24178, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 163, + "estimated_total_tokens": 4030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13809.38, + "sql_execution_elapsed_ms_total": 598.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d6d93abb29c983b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f2d944376f20e775c0fee9d5f84e3673f4534b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:32:27.661529+00:00", + "ended_at": "2026-05-04T08:32:41.470678+00:00", + "elapsed_ms": 13809.38, + "prompt_metrics": { + "chars": 12084, + "bytes_utf8": 12084, + "lines": 398, + "estimated_tokens": 3867 + }, + "stdout_metrics": { + "chars": 905, + "bytes_utf8": 905, + "lines": 4, + "estimated_tokens": 288 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 551, + "bytes_utf8": 551, + "lines": 1, + "estimated_tokens": 163 + }, + "usage": { + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daac13f03ad303053c729083a4fd98a1b310a1ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_3, measure_col=month.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "item_col": "nom_8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bf0a98f07e33d0c215925085b9ac5717f47beb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21e-088a-78a3-831d-eaa8f20213c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_3\\\", \\\"nom_8\\\",\\n SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"month\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"month\\\" AS REAL))) OVER (PARTITION BY \\\"bin_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_8\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"bin_3\\\", item_col=\\\"nom_8\\\", and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":23424,"output_tokens":220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08521abbfc756fabb2452f5242199038e6e6976a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_3\", \"nom_8\",\n SUM(CAST(\"month\" AS REAL)) AS total_measure,\n SUM(CAST(\"month\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"month\" AS REAL))) OVER (PARTITION BY \"bin_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_8\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"bin_3\", item_col=\"nom_8\", and measure_col=\"month\". Cast \"month\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea8060080b47d3edc34207363da05bc7caa8a43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:32:27.834880Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:32:30.200950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:32:40.574391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c554c60415d55297aa08902cacdb401c9b0db92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_3, measure_col=month. +Result preview: [{"bin_3": "F", "nom_8": "b7f127f12", "total_measure": 942.0, "share_within_group": 0.1114993466280325}, {"bin_3": "T", "nom_8": "c720f85ca", "total_measure": 976.0, "share_within_group": 0.11009762139503614}, {"bin_3": "T", "nom_8": "d69adef8b", "total_measure": 970.0, "share_within_group": 0.10942079175531255}, {"bin_3": "T", "nom_8": "d9e105c14", "total_measure": 963.0, "share_within_group": 0.10863115717563504}, {"bin_3": "F", "nom_8": "e482967f3", "total_measure": 900.0, "share_within_group": 0.10652803817964888}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2b1aaeb4d0e6843a43a9ac0fd1ae3cd3e254d4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_d6d93abb29c983b6 +-- problem_id: v2p_c14_2a939f974afc33af +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_8", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "bin_3") AS share_within_group +FROM "c14" +GROUP BY "bin_3", "nom_8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c55b5e43402f9aac5a9ad22b8fd44478eb20406d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_3\", \"nom_8\",\n SUM(CAST(\"month\" AS REAL)) AS total_measure,\n SUM(CAST(\"month\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"month\" AS REAL))) OVER (PARTITION BY \"bin_3\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_8\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_3\\\", \\\"nom_8\\\",\\n SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"month\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"month\\\" AS REAL))) OVER (PARTITION BY \\\"bin_3\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_8\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"bin_3\", \"nom_8\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_3\": \"F\", \"nom_8\": \"b7f127f12\", \"total_measure\": 942.0, \"share_within_group\": 0.1114993466280325}, {\"bin_3\": \"T\", \"nom_8\": \"c720f85ca\", \"total_measure\": 976.0, \"share_within_group\": 0.11009762139503614}, {\"bin_3\": \"T\", \"nom_8\": \"d69adef8b\", \"total_measure\": 970.0, \"share_within_group\": 0.10942079175531255}, {\"bin_3\": \"T\", \"nom_8\": \"d9e105c14\", \"total_measure\": 963.0, \"share_within_group\": 0.10863115717563504}, {\"bin_3\": \"F\", \"nom_8\": \"e482967f3\", \"total_measure\": 900.0, \"share_within_group\": 0.10652803817964888}, {\"bin_3\": \"T\", \"nom_8\": \"1abfd700c\", \"total_measure\": 923.0, \"share_within_group\": 0.10411895957747781}, {\"bin_3\": \"F\", \"nom_8\": \"3915fff41\", \"total_measure\": 877.0, \"share_within_group\": 0.10380565498172452}, {\"bin_3\": \"F\", \"nom_8\": \"fa79eefba\", \"total_measure\": 874.0, \"share_within_group\": 0.1034505615211257}, {\"bin_3\": \"F\", \"nom_8\": \"bb2c599dd\", \"total_measure\": 873.0, \"share_within_group\": 0.10333219703425942}, {\"bin_3\": \"F\", \"nom_8\": \"63572f4db\", \"total_measure\": 872.0, \"share_within_group\": 0.10321383254739314}, {\"bin_3\": \"F\", \"nom_8\": \"c3938ecbe\", \"total_measure\": 872.0, \"share_within_group\": 0.10321383254739314}, {\"bin_3\": \"F\", \"nom_8\": \"c72b78ad7\", \"total_measure\": 872.0, \"share_within_group\": 0.10321383254739314}, {\"bin_3\": \"T\", \"nom_8\": \"f91f3b1ee\", \"total_measure\": 914.0, \"share_within_group\": 0.10310371511789244}, {\"bin_3\": \"F\", \"nom_8\": \"cf61d0c57\", \"total_measure\": 871.0, \"share_within_group\": 0.10309546806052687}, {\"bin_3\": \"T\", \"nom_8\": \"5fc70d251\", \"total_measure\": 912.0, \"share_within_group\": 0.10287810523798459}, {\"bin_3\": \"T\", \"nom_8\": \"81782d94a\", \"total_measure\": 910.0, \"share_within_group\": 0.10265249535807672}, {\"bin_3\": \"F\", \"nom_8\": \"a7c105119\", \"total_measure\": 867.0, \"share_within_group\": 0.10262201011306175}, {\"bin_3\": \"T\", \"nom_8\": \"ebc6cb63d\", \"total_measure\": 908.0, \"share_within_group\": 0.10242688547816886}, {\"bin_3\": \"F\", \"nom_8\": \"a666f7dc4\", \"total_measure\": 863.0, \"share_within_group\": 0.10214855216559665}, {\"bin_3\": \"F\", \"nom_8\": \"aa08275e7\", \"total_measure\": 860.0, \"share_within_group\": 0.10179345870499783}, {\"bin_3\": \"F\", \"nom_8\": \"8a9cb6fd2\", \"total_measure\": 855.0, \"share_within_group\": 0.10120163627066645}, {\"bin_3\": \"T\", \"nom_8\": \"8a2663908\", \"total_measure\": 897.0, \"share_within_group\": 0.10118603113867562}, {\"bin_3\": \"T\", \"nom_8\": \"9c093c194\", \"total_measure\": 897.0, \"share_within_group\": 0.10118603113867562}, {\"bin_3\": \"T\", \"nom_8\": \"57f7ced2c\", \"total_measure\": 896.0, \"share_within_group\": 0.1010732261987217}, {\"bin_3\": \"T\", \"nom_8\": \"de9c9f684\", \"total_measure\": 895.0, \"share_within_group\": 0.10096042125876777}, {\"bin_3\": \"T\", \"nom_8\": \"27edab94e\", \"total_measure\": 894.0, \"share_within_group\": 0.10084761631881384}, {\"bin_3\": \"T\", \"nom_8\": \"d1316ead6\", \"total_measure\": 894.0, \"share_within_group\": 0.10084761631881384}, {\"bin_3\": \"F\", \"nom_8\": \"3032ce76e\", \"total_measure\": 849.0, \"share_within_group\": 0.10049144934946878}, {\"bin_3\": \"F\", \"nom_8\": \"6f08eb834\", \"total_measure\": 849.0, \"share_within_group\": 0.10049144934946878}, {\"bin_3\": \"F\", \"nom_8\": \"fdcd0dada\", \"total_measure\": 849.0, \"share_within_group\": 0.10049144934946878}, {\"bin_3\": \"T\", \"nom_8\": \"079e91baa\", \"total_measure\": 890.0, \"share_within_group\": 0.10039639655899811}, {\"bin_3\": \"F\", \"nom_8\": \"265b7da28\", \"total_measure\": 847.0, \"share_within_group\": 0.10025472037573623}, {\"bin_3\": \"F\", \"nom_8\": \"5013e2094\", \"total_measure\": 846.0, \"share_within_group\": 0.10013635588886995}, {\"bin_3\": \"F\", \"nom_8\": \"db3352558\", \"total_measure\": 846.0, \"share_within_group\": 0.10013635588886995}, {\"bin_3\": \"F\", \"nom_8\": \"1d74cabd7\", \"total_measure\": 845.0, \"share_within_group\": 0.10001799140200368}, {\"bin_3\": \"F\", \"nom_8\": \"32e87c9d3\", \"total_measure\": 845.0, \"share_within_group\": 0.10001799140200368}, {\"bin_3\": \"F\", \"nom_8\": \"d249a507d\", \"total_measure\": 843.0, \"share_within_group\": 0.09978126242827112}, {\"bin_3\": \"T\", \"nom_8\": \"81f379d0f\", \"total_measure\": 884.0, \"share_within_group\": 0.09971956691927453}, {\"bin_3\": \"F\", \"nom_8\": \"e5236bb77\", \"total_measure\": 842.0, \"share_within_group\": 0.09966289794140484}, {\"bin_3\": \"T\", \"nom_8\": \"be5418e47\", \"total_measure\": 883.0, \"share_within_group\": 0.0996067619793206}, {\"bin_3\": \"F\", \"nom_8\": \"6da888acf\", \"total_measure\": 838.0, \"share_within_group\": 0.09918943999393974}, {\"bin_3\": \"F\", \"nom_8\": \"4d70170c4\", \"total_measure\": 836.0, \"share_within_group\": 0.09895271102020718}, {\"bin_3\": \"F\", \"nom_8\": \"5213ff772\", \"total_measure\": 836.0, \"share_within_group\": 0.09895271102020718}, {\"bin_3\": \"F\", \"nom_8\": \"de9c9f684\", \"total_measure\": 836.0, \"share_within_group\": 0.09895271102020718}, {\"bin_3\": \"T\", \"nom_8\": \"dab3adf54\", \"total_measure\": 874.0, \"share_within_group\": 0.09859151751973523}, {\"bin_3\": \"T\", \"nom_8\": \"56304bd77\", \"total_measure\": 873.0, \"share_within_group\": 0.09847871257978129}, {\"bin_3\": \"T\", \"nom_8\": \"9faa5dded\", \"total_measure\": 869.0, \"share_within_group\": 0.09802749281996558}, {\"bin_3\": \"F\", \"nom_8\": \"7811c5ce4\", \"total_measure\": 828.0, \"share_within_group\": 0.09800579512527698}, {\"bin_3\": \"F\", \"nom_8\": \"ea392401b\", \"total_measure\": 827.0, \"share_within_group\": 0.0978874306384107}, {\"bin_3\": \"T\", \"nom_8\": \"eb9a2b2d7\", \"total_measure\": 867.0, \"share_within_group\": 0.0978018829400577}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 598.58}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd79f9aa6d642ca8bdb593e281d163bd9a961e47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:32:27.586089+00:00", + "ended_at": "2026-05-04T08:32:42.100844+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d6d93abb29c983b6", + "problem_id": "v2p_c14_2a939f974afc33af", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=bin_3, measure_col=month.", + "bindings": { + "group_col": "bin_3", + "measure_col": "month", + "item_col": "nom_8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d6d93abb29c983b6.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d6d93abb29c983b6", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 23424, + "output_tokens": 220, + "total_tokens": 24178, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 163, + "estimated_total_tokens": 4030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13809.38, + "sql_execution_elapsed_ms_total": 598.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d6d93abb29c983b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa0d4d11b2cd1f385e7034e754e1c32e5c8b0d73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d6d93abb29c983b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:32:41.492074+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13809.38, "started_at": "2026-05-04T08:32:27.661529+00:00", "ended_at": "2026-05-04T08:32:41.470678+00:00", "prompt_metrics": {"chars": 12084, "bytes_utf8": 12084, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 551, "bytes_utf8": 551, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 23958, "cached_input_tokens": 23424, "output_tokens": 220}, "stderr_preview": "2026-05-04T08:32:27.834880Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:32:30.200950Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7618310f2494bc45da79a1fa1bd335cff78f9a97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-33be-73e0-a8a8-ff90d3cc643f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"bin_1\\\", measure_col=\\\"ord_0\\\", and entity_col=\\\"nom_9\\\". Cast \\\"ord_0\\\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":19840,"output_tokens":172}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42d7c1f86c19f6ca17fa8a734eb7c178a2b98d15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"bin_1\", measure_col=\"ord_0\", and entity_col=\"nom_9\". Cast \"ord_0\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aeaaa35d57006289d88955d06e9c32e3d79da66d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:26.958070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:29.317345Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:39.509519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb26f5824c78ca5f544455532313eb4010b1ec28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=ord_0. +Result preview: [{"bin_1": "0", "support": 223018, "avg_measure": 1.4796428987794707, "distinct_entities": 11905}, {"bin_1": "1", "support": 76982, "avg_measure": 1.4793458211010366, "distinct_entities": 11246}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1972796c86922d2bbafc3eb2a03f9aeb0e6f066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_d7b727b1e9394885 +-- problem_id: v2p_c14_b8d55a61b0d9f99e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..430c71c6f743ca960f4127fd8f0877ccf85eb3a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"bin_1\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 223018, \"avg_measure\": 1.4796428987794707, \"distinct_entities\": 11905}, {\"bin_1\": \"1\", \"support\": 76982, \"avg_measure\": 1.4793458211010366, \"distinct_entities\": 11246}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 456.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c45122007d8bf6ecb25b999b36033efaad77a214 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:18:26.596034+00:00", + "ended_at": "2026-05-04T08:18:40.538905+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d7b727b1e9394885", + "problem_id": "v2p_c14_b8d55a61b0d9f99e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_1, measure_col=ord_0.", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d7b727b1e9394885.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d7b727b1e9394885", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 19840, + "output_tokens": 172, + "total_tokens": 24090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 140, + "estimated_total_tokens": 3969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13397.22, + "sql_execution_elapsed_ms_total": 456.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d7b727b1e9394885\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f121b4c55439156c133a75f4d6e60e3c0e4ba06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7b727b1e9394885/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:40.075274+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13397.22, "started_at": "2026-05-04T08:18:26.659564+00:00", "ended_at": "2026-05-04T08:18:40.056646+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 510, "bytes_utf8": 510, "lines": 1, "estimated_tokens": 140}, "usage": {"input_tokens": 23918, "cached_input_tokens": 19840, "output_tokens": 172}, "stderr_preview": "2026-05-04T08:18:26.958070Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:29.317345Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_3, condition_col=nom_2.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_3", + "condition_col": "nom_2", + "condition_value": "Dog", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb6c4ef584e13e29c0979a24ab19172ccbe432b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21c-173b-79a2-99e5-1411790a265c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"nom_2\\\" = 'Dog' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col bound to \\\"ord_3\\\" and condition_col bound to \\\"nom_2\\\", using condition_value 'Dog' from the bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23905,"cached_input_tokens":22912,"output_tokens":125}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4631cb80b723feba3160f170b30ca470bae131dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"nom_2\" = 'Dog' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col bound to \"ord_3\" and condition_col bound to \"nom_2\", using condition_value 'Dog' from the bindings."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..791f1e8e5883c2660f5ad2279fa07fd9d8fc57bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:30:20.537582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:30:22.909120Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:30:30.750846Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf57b498822855c1aa266974249143902dd585bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_3, condition_col=nom_2. +Result preview: [{"ord_3": "m", "condition_rate": 0.13414634146341464}, {"ord_3": "e", "condition_rate": 0.12807650836810275}, {"ord_3": "c", "condition_rate": 0.12716013824884792}, {"ord_3": "n", "condition_rate": 0.12705530642750373}, {"ord_3": "f", "condition_rate": 0.12692101501072195}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..393c242746dab905a8fe2d429cd6592cd5de2e02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_d7e32000d81b8802 +-- problem_id: v2p_c14_1f37632316518230 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "nom_2" = 'Dog' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..905712afe0317bccb1c240f175c5ce82541653a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_3\",\n AVG(CASE WHEN \"nom_2\" = 'Dog' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_3\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"nom_2\\\" = 'Dog' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_3\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_3\", \"condition_rate\"], \"rows\": [{\"ord_3\": \"m\", \"condition_rate\": 0.13414634146341464}, {\"ord_3\": \"e\", \"condition_rate\": 0.12807650836810275}, {\"ord_3\": \"c\", \"condition_rate\": 0.12716013824884792}, {\"ord_3\": \"n\", \"condition_rate\": 0.12705530642750373}, {\"ord_3\": \"f\", \"condition_rate\": 0.12692101501072195}, {\"ord_3\": \"h\", \"condition_rate\": 0.12647534357316087}, {\"ord_3\": \"l\", \"condition_rate\": 0.12645332742774887}, {\"ord_3\": \"a\", \"condition_rate\": 0.12498582605737613}, {\"ord_3\": \"i\", \"condition_rate\": 0.12485738733599544}, {\"ord_3\": \"g\", \"condition_rate\": 0.12369180057684384}, {\"ord_3\": \"b\", \"condition_rate\": 0.1234474655924807}, {\"ord_3\": \"o\", \"condition_rate\": 0.12323321554770318}, {\"ord_3\": \"k\", \"condition_rate\": 0.12271567839547154}, {\"ord_3\": \"d\", \"condition_rate\": 0.12209008097165992}, {\"ord_3\": \"j\", \"condition_rate\": 0.12090720980241003}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 284.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d345194d645648bfaf4547d970bfad65dd55542b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:30:18.508455+00:00", + "ended_at": "2026-05-04T08:30:31.908624+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d7e32000d81b8802", + "problem_id": "v2p_c14_1f37632316518230", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=ord_3, condition_col=nom_2.", + "bindings": { + "group_col": "ord_3", + "condition_col": "nom_2", + "condition_value": "Dog", + "positive_value": "Cat", + "negative_value": "Dog", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d7e32000d81b8802.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d7e32000d81b8802", + "api_calls": 0, + "input_tokens": 23905, + "cached_input_tokens": 22912, + "output_tokens": 125, + "total_tokens": 24030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3814, + "estimated_output_tokens": 109, + "estimated_total_tokens": 3923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12991.56, + "sql_execution_elapsed_ms_total": 284.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d7e32000d81b8802\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..addbe92f213c43bd356cf2d0eff473fd2286115e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d7e32000d81b8802/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:30:31.616265+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12991.56, "started_at": "2026-05-04T08:30:18.605065+00:00", "ended_at": "2026-05-04T08:30:31.594374+00:00", "prompt_metrics": {"chars": 11931, "bytes_utf8": 11931, "lines": 399, "estimated_tokens": 3814}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 23905, "cached_input_tokens": 22912, "output_tokens": 125}, "stderr_preview": "2026-05-04T08:30:20.537582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:30:22.909120Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_1, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_1", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c411653b1663b5aa638cbfd4095bdc52cb389b92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-7335-70c3-b707-33ec9a47a2bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_1\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=19.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd233733553b5d082423884590c4083b2b342f61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"bin_1\", target_col=\"target\", target_value='1', min_support=4, and top_k=19."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e730bd2b5fb2f3b6ad2b1d5f45adff07d5972c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:23.741802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:26.072867Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:35.095835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..66c5ee1f21e65a82643d5bf8325bcd3a36dd35c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_1, target_col=target. +Result preview: [{"bin_1": "0", "support": 223018, "focus_rate": 0.3299464617205786}, {"bin_1": "1", "support": 76982, "focus_rate": 0.23615910212777014}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..156e459544d17ea4a270fa48ab474b781e24e1bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_d93f4854fb8a24fb +-- problem_id: v2p_c14_4e1c47f642b78608 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b46200f2b17051ab40f278160df7e53a49e8ce6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_1\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_1\"\nHAVING COUNT(*) >= 4\nORDER BY focus_rate DESC, support ASC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nHAVING COUNT(*) >= 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\", \"columns\": [\"bin_1\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 223018, \"focus_rate\": 0.3299464617205786}, {\"bin_1\": \"1\", \"support\": 76982, \"focus_rate\": 0.23615910212777014}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 245.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..35d9e082f4c89079a10aa57a62296c8a22da7a5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:50:23.460088+00:00", + "ended_at": "2026-05-04T08:50:36.221056+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_d93f4854fb8a24fb", + "problem_id": "v2p_c14_4e1c47f642b78608", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_1, target_col=target.", + "bindings": { + "group_col": "bin_1", + "target_col": "target", + "target_value": "1", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_d93f4854fb8a24fb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d93f4854fb8a24fb", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12425.92, + "sql_execution_elapsed_ms_total": 245.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d93f4854fb8a24fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df66e8e697a0522abd859ef3566f425351225745 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:35.966398+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12425.92, "started_at": "2026-05-04T08:50:23.521816+00:00", "ended_at": "2026-05-04T08:50:35.941829+00:00", "prompt_metrics": {"chars": 12023, "bytes_utf8": 12023, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 164}, "stderr_preview": "2026-05-04T08:50:23.741802Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:26.072867Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 19;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_1\\\", target_col=\\\"target\\\", target_value='1', min_support=4, and top_k=19.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3c8025f3d65a07f2e2cb3c6e6994bbff8b2c69b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_d93f4854fb8a24fb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_d93f4854fb8a24fb", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 164, + "total_tokens": 24116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3998, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12425.92, + "sql_execution_elapsed_ms_total": 245.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_d93f4854fb8a24fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..55259ccdbbf0d898ec64cc21c79e289390fe089e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_8": "c720f85ca", "support": 299, "avg_response": 3.0334448160535117}, {"nom_8": "9ff6898e5", "support": 294, "avg_response": 3.2789115646258504}, {"nom_8": "3cec7c3f5", "support": 292, "avg_response": 3.0616438356164384}, {"nom_8": "d69adef8b", "support": 288, "avg_response": 2.795138888888889}, {"nom_8": "fdcd0dada", "support": 287, "avg_response": 2.9825783972125435}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5eea5de7d3d0e669e96c2ed4fcd9c6f2865494d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_db197f403cadc40b +-- problem_id: v2p_c14_d32e7b2e60f25522 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..290d3b55fd3b3d1ed743daeb8d16bc8a56ce5524 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_db197f403cadc40b\n-- problem_id: v2p_c14_d32e7b2e60f25522\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_db197f403cadc40b\\n-- problem_id: v2p_c14_d32e7b2e60f25522\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 3.0334448160535117}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 3.2789115646258504}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 3.0616438356164384}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 2.795138888888889}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 2.9825783972125435}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 2.961672473867596}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 2.923344947735192}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 3.0664335664335662}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 3.062937062937063}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 2.986013986013986}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 3.1578947368421053}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 3.0385964912280703}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 2.9789473684210526}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 2.824561403508772}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 2.971830985915493}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 2.734982332155477}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 3.117021276595745}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 3.017730496453901}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 3.263345195729537}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 3.0711743772241995}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 2.9785714285714286}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 2.9464285714285716}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 2.9357142857142855}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 3.1254480286738353}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 3.075268817204301}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 3.0467625899280577}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 3.0251798561151078}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 2.9928057553956835}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 2.985611510791367}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 2.9532374100719423}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 2.931407942238267}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 2.9133574007220218}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 2.703971119133574}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 3.097826086956522}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 3.050724637681159}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 2.9855072463768115}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 3.0836363636363635}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 3.0145454545454546}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 2.9527272727272726}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 3.076642335766423}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 3.0693430656934306}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 2.978102189781022}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 2.908759124087591}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 3.1684981684981683}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 3.0}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 2.9926739926739927}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 2.9084249084249083}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 3.044280442804428}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 3.040590405904059}, {\"nom_8\": \"32e87c9d3\", \"support\": 270, \"avg_response\": 2.988888888888889}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 342.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d811c1712665fc0503e22ca76cd58484b56172e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:22.040289+00:00", + "ended_at": "2026-05-04T09:00:22.387398+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_db197f403cadc40b", + "problem_id": "v2p_c14_d32e7b2e60f25522", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_db197f403cadc40b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db197f403cadc40b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..527bde7081896a146e26987008b2ddae965ebadf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3825}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5683085997aa8940558998b854311b35c947a692 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_db19b4e872072175", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12358.05, + "sql_execution_elapsed_ms_total": 446.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_db19b4e872072175\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..146bf2763bba7e7752e110b5fc3e0ad25a75080d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:21:10.110870+00:00", + "ended_at": "2026-05-04T08:21:22.468063+00:00", + "elapsed_ms": 12358.05, + "prompt_metrics": { + "chars": 11970, + "bytes_utf8": 11970, + "lines": 398, + "estimated_tokens": 3825 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13254 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44595533298bccfce341310031db05771a89e968 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=month.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..446ffbb783947da6d50a0591b8ecef709c0d8ddb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-b1e0-7930-bcd5-36ca7263a7d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Grouped Summary Top-k template with bound roles group_col=nom_2, measure_col=month, entity_col=nom_7, and top_k=13. Cast \\\"month\\\" to REAL because the schema snapshot shows it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a80023be7015f5a65f5131040d20ffcb8d625d05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_2\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided Grouped Summary Top-k template with bound roles group_col=nom_2, measure_col=month, entity_col=nom_7, and top_k=13. Cast \"month\" to REAL because the schema snapshot shows it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..14984e557c9b165f3aabb90d0859e513ca4d5f29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:21:10.291618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:21:12.811015Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:21:21.727060Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23052d512138e9e8d1d041db5a35629ea36f655b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=month. +Result preview: [{"nom_2": "Lion", "support": 101295, "avg_measure": 5.756631620514339, "distinct_entities": 1219}, {"nom_2": "Cat", "support": 49659, "avg_measure": 5.796713586661029, "distinct_entities": 1207}, {"nom_2": "Snake", "support": 45979, "avg_measure": 5.796189564801322, "distinct_entities": 1208}, {"nom_2": "Dog", "support": 37444, "avg_measure": 5.767466082683474, "distinct_entities": 1204}, {"nom_2": "Axolotl", "support": 36136, "avg_measure": 5.751079256143458, "distinct_entities": 1205}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..92c614db245e9e9c5271592fbb48c5b8bf291922 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_db19b4e872072175 +-- problem_id: v2p_c14_2f051dc7864c4508 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be5b1776fb6ec3c9895490a36f6a511efdbaddde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_2\",\n COUNT(*) AS support,\n AVG(CAST(\"month\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_7\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_2\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_7\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"nom_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_2\": \"Lion\", \"support\": 101295, \"avg_measure\": 5.756631620514339, \"distinct_entities\": 1219}, {\"nom_2\": \"Cat\", \"support\": 49659, \"avg_measure\": 5.796713586661029, \"distinct_entities\": 1207}, {\"nom_2\": \"Snake\", \"support\": 45979, \"avg_measure\": 5.796189564801322, \"distinct_entities\": 1208}, {\"nom_2\": \"Dog\", \"support\": 37444, \"avg_measure\": 5.767466082683474, \"distinct_entities\": 1204}, {\"nom_2\": \"Axolotl\", \"support\": 36136, \"avg_measure\": 5.751079256143458, \"distinct_entities\": 1205}, {\"nom_2\": \"Hamster\", \"support\": 29487, \"avg_measure\": 5.767829891138468, \"distinct_entities\": 1201}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 446.06}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cfe574e347a38823e45336da102e4c2e21f4a854 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:21:10.047897+00:00", + "ended_at": "2026-05-04T08:21:22.942082+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_db19b4e872072175", + "problem_id": "v2p_c14_2f051dc7864c4508", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_2, measure_col=month.", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "entity_col": "nom_7", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_db19b4e872072175.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_db19b4e872072175", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12358.05, + "sql_execution_elapsed_ms_total": 446.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_db19b4e872072175\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca50471702b7f4dc6f94900e3b4c09213375516c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db19b4e872072175/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:21:22.488191+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12358.05, "started_at": "2026-05-04T08:21:10.110870+00:00", "ended_at": "2026-05-04T08:21:22.468063+00:00", "prompt_metrics": {"chars": 11970, "bytes_utf8": 11970, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:21:10.291618Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:21:12.811015Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d0f97192d7bdcf7585b918823367b94f0ef822 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,400 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..535a4241d68618c4bc5523e5270f334495bd0885 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-4f7a-71a3-bfdf-f2f557a4e799"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.95 percentile because SQLite does not support PERCENTILE_CONT. Grouped by \\\"nom_3\\\" and measured percentile on numeric-cast \\\"day\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":457}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c26aa1be1db8ac49cab3cb9411feac5e6628aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"Used a SQLite-compatible nearest-rank approximation for the 0.95 percentile because SQLite does not support PERCENTILE_CONT. Grouped by \"nom_3\" and measured percentile on numeric-cast \"day\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69a786e132d1b36a783a6c552dae5abef6c2b855 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df228-90cd-7992-af50-b9586878f1c0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing unsupported CEIL() with an equivalent positive-number ceiling expression using CAST(...) and CASE.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":24177,"cached_input_tokens":22912,"output_tokens":547}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..077708f40b42a1258f4f66d38e57821546db0295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INTEGER)\n + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing unsupported CEIL() with an equivalent positive-number ceiling expression using CAST(...) and CASE."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c6f9c7d7b98f5ebf1d56921643287e89544e04b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:41.388644Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:43:43.802112Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:43:56.874246Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f14e89835f93d7d4cfa8b426fbe1e01ad3437de3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:43:58.113723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:00.463261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:15.849771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be0061c6a30235c9b60ddb2b57dad931a5a8f1bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day. +Result preview: [{"nom_3": "Canada", "percentile_measure": 7.0}, {"nom_3": "China", "percentile_measure": 7.0}, {"nom_3": "Costa Rica", "percentile_measure": 7.0}, {"nom_3": "Finland", "percentile_measure": 7.0}, {"nom_3": "India", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e502fbc539f030bf5dadf399ce48b4dbfc6ed389 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_db8c771799e7923d +-- problem_id: v2p_c14_d181cc9ad2e533de +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "nom_3", + "day_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "nom_3", + "percentile_measure" +FROM "percentile_pick" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21c295a6487a9f4eb2ab0428fde5b5f5eaf47914 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INTEGER)\n + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n CAST(\\\"day\\\" AS REAL) AS \\\"day_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY CAST(\\\"day\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_3\\\" IS NOT NULL\\n AND \\\"day\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"nom_3\\\",\\n \\\"day_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"nom_3\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"nom_3\", \"percentile_measure\"], \"rows\": [{\"nom_3\": \"Canada\", \"percentile_measure\": 7.0}, {\"nom_3\": \"China\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Costa Rica\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Finland\", \"percentile_measure\": 7.0}, {\"nom_3\": \"India\", \"percentile_measure\": 7.0}, {\"nom_3\": \"Russia\", \"percentile_measure\": 7.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1471.82}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c77606ded2022477682eb6c68bd3979674f9589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:43:41.042848+00:00", + "ended_at": "2026-05-04T08:44:18.120303+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_db8c771799e7923d", + "problem_id": "v2p_c14_d181cc9ad2e533de", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=nom_3, measure_col=day.", + "bindings": { + "group_col": "nom_3", + "measure_col": "day", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_db8c771799e7923d.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_db8c771799e7923d", + "api_calls": 0, + "input_tokens": 48054, + "cached_input_tokens": 45824, + "output_tokens": 1004, + "total_tokens": 49058, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7872, + "estimated_output_tokens": 648, + "estimated_total_tokens": 8520, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35498.05, + "sql_execution_elapsed_ms_total": 1471.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_db8c771799e7923d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..194597d4f74bf8080b2d11c97afba1130a8ce5f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:43:57.891291+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16773.36, "started_at": "2026-05-04T08:43:41.098558+00:00", "ended_at": "2026-05-04T08:43:57.871681+00:00", "prompt_metrics": {"chars": 11857, "bytes_utf8": 11857, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 1031, "bytes_utf8": 1031, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 457}, "stderr_preview": "2026-05-04T08:43:41.388644Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:43:43.802112Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank approximation for the 0.95 percentile because SQLite does not support PERCENTILE_CONT. Grouped by \\\"nom_3\\\" and measured percen"} +{"timestamp": "2026-05-04T08:43:57.892378+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_3\",\n CAST(\"day\" AS REAL) AS \"day_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY CAST(\"day\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"nom_3\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_3\" IS NOT NULL\n AND \"day\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"nom_3\",\n \"day_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"nom_3\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"nom_3\",\n \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:44:16.641577+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18724.69, "started_at": "2026-05-04T08:43:57.894689+00:00", "ended_at": "2026-05-04T08:44:16.619379+00:00", "prompt_metrics": {"chars": 12820, "bytes_utf8": 12820, "lines": 400, "estimated_tokens": 4086}, "response_metrics": {"chars": 1077, "bytes_utf8": 1077, "lines": 1, "estimated_tokens": 332}, "usage": {"input_tokens": 24177, "cached_input_tokens": 22912, "output_tokens": 547}, "stderr_preview": "2026-05-04T08:43:58.113723Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:00.463261Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nSELECT\\n \\\"nom_3\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing unsupported CEIL() with"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5447eb50ac22bc08961deef85ddcf55d02bafd7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_db8c771799e7923d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_db8c771799e7923d", + "api_calls": 0, + "input_tokens": 48054, + "cached_input_tokens": 45824, + "output_tokens": 1004, + "total_tokens": 49058, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 7872, + "estimated_output_tokens": 648, + "estimated_total_tokens": 8520, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35498.05, + "sql_execution_elapsed_ms_total": 1471.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_db8c771799e7923d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb2279646f630c3796d00ecf1d51e2fae388b1dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b66045713157075320e24b5732e1e48433618079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_dc9e6a8fb5868487", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12686.68, + "sql_execution_elapsed_ms_total": 187.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_dc9e6a8fb5868487\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f996ba521438ab6fbd4875a6a56e5193a49e5bca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:44.345687+00:00", + "ended_at": "2026-05-04T08:08:57.032334+00:00", + "elapsed_ms": 12686.68, + "prompt_metrics": { + "chars": 11597, + "bytes_utf8": 11597, + "lines": 394, + "estimated_tokens": 3723 + }, + "stdout_metrics": { + "chars": 598, + "bytes_utf8": 598, + "lines": 4, + "estimated_tokens": 179 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 279, + "bytes_utf8": 279, + "lines": 1, + "estimated_tokens": 77 + }, + "usage": { + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 93 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d793cb2668983b00feff29cb311d48cf65e99a4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_3.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_3", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e39a5208d95d96f0af26a60d77a7b5832341185e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-50b0-7e71-a10f-9c625d8da42b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"bin_3\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":19840,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9212141fcad3fd5b8e299e1b45d1baf6a00d23c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_3\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"bin_3\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f2d9518d5b60850e6d61a7ce3716466c82055e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:44.509498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:47.233952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:55.935978Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8912aac41aad22a73d5a4f127cade248afbb5aa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_3. +Result preview: [{"bin_3": "T", "row_count": 153535}, {"bin_3": "F", "row_count": 146465}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a0d6032661aa4972e87104c6e7b225117531fd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_dc9e6a8fb5868487 +-- problem_id: v2p_c14_cb309b5d2a39e7f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be4769741f1b2a2fccd0bd43b676512bf46b6b41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_3\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_3\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_3\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_3\", \"row_count\"], \"rows\": [{\"bin_3\": \"T\", \"row_count\": 153535}, {\"bin_3\": \"F\", \"row_count\": 146465}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 187.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..051ed3140607eca7c8fa6de724998e4a125e2871 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:08:44.281245+00:00", + "ended_at": "2026-05-04T08:08:57.268104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_dc9e6a8fb5868487", + "problem_id": "v2p_c14_cb309b5d2a39e7f2", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_3.", + "bindings": { + "group_col": "bin_3", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_dc9e6a8fb5868487.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_dc9e6a8fb5868487", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12686.68, + "sql_execution_elapsed_ms_total": 187.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_dc9e6a8fb5868487\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee125475a6cb6cd769421061da6bf78df64058f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dc9e6a8fb5868487/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:57.056329+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12686.68, "started_at": "2026-05-04T08:08:44.345687+00:00", "ended_at": "2026-05-04T08:08:57.032334+00:00", "prompt_metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 93}, "stderr_preview": "2026-05-04T08:08:44.509498Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:47.233952Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16f4d6b82ae93d7716a8e040dd58bb9ba04d9a80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_dd71089af579d3bc\n-- problem_id: v2p_c14_e71773eb8425c476\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"id\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"id\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_dd71089af579d3bc\\n-- problem_id: v2p_c14_e71773eb8425c476\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"id\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"id\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"id\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 321.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17b0d481b5166ef67622c49935dd74843467c9b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:16.546023+00:00", + "ended_at": "2026-05-04T09:00:16.871428+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_dd71089af579d3bc", + "problem_id": "v2p_c14_e71773eb8425c476", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=id.", + "bindings": { + "key_col": "id", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_dd71089af579d3bc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_dd71089af579d3bc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3bc10520835148e0f210868ebc62aa5980d9c45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 194846, "support_share": 0.6494866666666667, "support_rank": 1}, {"value_label": "2", "support": 66438, "support_share": 0.22146, "support_rank": 2}, {"value_label": "3", "support": 38716, "support_share": 0.12905333333333333, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d5c7541552c0216ddda6e4f7169ff9fa25c55b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_ddcc09f08b7decc4 +-- problem_id: v2p_c14_04e5f4b2ae3d87d9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b737d9d355022ed4e4a352eaea725a7f3e78118 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_c14_ddcc09f08b7decc4\n-- problem_id: v2p_c14_04e5f4b2ae3d87d9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"ord_0\" AS value_label, COUNT(*) AS support\n FROM \"c14\"\n GROUP BY \"ord_0\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_c14_ddcc09f08b7decc4\\n-- problem_id: v2p_c14_04e5f4b2ae3d87d9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"ord_0\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"c14\\\"\\n GROUP BY \\\"ord_0\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 194846, \"support_share\": 0.6494866666666667, \"support_rank\": 1}, {\"value_label\": \"2\", \"support\": 66438, \"support_share\": 0.22146, \"support_rank\": 2}, {\"value_label\": \"3\", \"support\": 38716, \"support_share\": 0.12905333333333333, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 209.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c12dc865c70563fe821b3fee4ccbcc9a1395dbac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:14.301793+00:00", + "ended_at": "2026-05-04T09:00:14.517353+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ddcc09f08b7decc4", + "problem_id": "v2p_c14_04e5f4b2ae3d87d9", + "dataset_id": "c14", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=ord_0.", + "bindings": { + "group_col": "ord_0" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ddcc09f08b7decc4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ddcc09f08b7decc4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..715ade9f607809ad3466d5bfe649f421b05beaf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11937, "bytes_utf8": 11937, "lines": 399, "estimated_tokens": 3815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23906, "cached_input_tokens": 19840, "output_tokens": 129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d3b6bd980cbe348c48e85913916d1dbaec68143 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_defc8c9943fa7245", + "api_calls": 0, + "input_tokens": 23906, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 24035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3815, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12377.08, + "sql_execution_elapsed_ms_total": 235.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_defc8c9943fa7245\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a05e74057711d9ae9311aa68f31d8f20e5c80b01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:48.004525+00:00", + "ended_at": "2026-05-04T08:29:00.382548+00:00", + "elapsed_ms": 12377.08, + "prompt_metrics": { + "chars": 11937, + "bytes_utf8": 11937, + "lines": 399, + "estimated_tokens": 3815 + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 23906, + "cached_input_tokens": 19840, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4998aea13e86e606baed801e45894e8414602ddd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, condition_col=bin_4.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_0", + "condition_col": "bin_4", + "condition_value": "Y", + "positive_value": "Y", + "negative_value": "N", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd980190868d35ea06fe8b293fe3788f66252dd5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-ae83-7da1-80fc-fc3dd05c0efb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"bin_4\\\" = 'Y' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_0\\\" and condition_col=\\\"bin_4\\\", measuring the within-group proportion of rows where \\\"bin_4\\\" = 'Y'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23906,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..784f01edde0e94d75976bd2366aa8752a25bbe83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"bin_4\" = 'Y' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_0\" and condition_col=\"bin_4\", measuring the within-group proportion of rows where \"bin_4\" = 'Y'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f661661da86ba98dfafaca04605fa72daf1c28d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:48.203134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:50.629880Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:59.553875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b99cc59d6d2414ea94770024feb430707f3c6d02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, condition_col=bin_4. +Result preview: [{"ord_0": "2", "condition_rate": 0.639874770462687}, {"ord_0": "1", "condition_rate": 0.6386274288412387}, {"ord_0": "3", "condition_rate": 0.6376433515859077}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73df59c7cc221b6f69b391cd6e2fead9ab8c46c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_defc8c9943fa7245 +-- problem_id: v2p_c14_48a97aec49ae370b +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "bin_4" = 'Y' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b43aeeb72cba0921b22ec9bb9ea8b8f46d26b36d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_0\",\n AVG(CASE WHEN \"bin_4\" = 'Y' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"bin_4\\\" = 'Y' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_0\", \"condition_rate\"], \"rows\": [{\"ord_0\": \"2\", \"condition_rate\": 0.639874770462687}, {\"ord_0\": \"1\", \"condition_rate\": 0.6386274288412387}, {\"ord_0\": \"3\", \"condition_rate\": 0.6376433515859077}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 235.87}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..97ffc9cde25742b02b46ec7ad4b474c623d82d6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:28:47.944962+00:00", + "ended_at": "2026-05-04T08:29:00.645970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_defc8c9943fa7245", + "problem_id": "v2p_c14_48a97aec49ae370b", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_0, condition_col=bin_4.", + "bindings": { + "group_col": "ord_0", + "condition_col": "bin_4", + "condition_value": "Y", + "positive_value": "Y", + "negative_value": "N", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_defc8c9943fa7245.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_defc8c9943fa7245", + "api_calls": 0, + "input_tokens": 23906, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 24035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3815, + "estimated_output_tokens": 113, + "estimated_total_tokens": 3928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12377.08, + "sql_execution_elapsed_ms_total": 235.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_defc8c9943fa7245\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcef4719bfc0dc1f311c46bec8e3b35c6c20171e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_defc8c9943fa7245/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:00.401438+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12377.08, "started_at": "2026-05-04T08:28:48.004525+00:00", "ended_at": "2026-05-04T08:29:00.382548+00:00", "prompt_metrics": {"chars": 11937, "bytes_utf8": 11937, "lines": 399, "estimated_tokens": 3815}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 23906, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T08:28:48.203134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:50.629880Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_0, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be6ca90532e9e4d918eebbd45e26315854c7c587 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-b9f3-7a41-bb9d-136e6fb0526e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_3\\\", group_col_2=\\\"ord_0\\\", and target_col=\\\"target\\\", treating target_value as the text literal '0' to match the SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":19840,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..299414aa9b9e48462786143b62e1ab8a0be6916b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_0\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with group_col=\"bin_3\", group_col_2=\"ord_0\", and target_col=\"target\", treating target_value as the text literal '0' to match the SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..974323e395f23953334660c5a9718df119e3092c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:34.498379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:36.793335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:48.215722Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ce873f99963857588b44764d6b8b2b9417e9f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_0, target_col=target. +Result preview: [{"bin_3": "T", "ord_0": "1", "target_rate": 0.7246884344458047}, {"bin_3": "F", "ord_0": "1", "target_rate": 0.7188406101609447}, {"bin_3": "T", "ord_0": "2", "target_rate": 0.6674290405817499}, {"bin_3": "F", "ord_0": "2", "target_rate": 0.6630791117708913}, {"bin_3": "T", "ord_0": "3", "target_rate": 0.6120467303899256}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50c07cb43575d730f09520214712024715be2358 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_deff8bc6ed083c47 +-- problem_id: v2p_c14_af48719cdbac6d6c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50d8c4b45c48dca54d08636678b3f78ae5bfca63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_0\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_0\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"ord_0\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"ord_0\": \"1\", \"target_rate\": 0.7246884344458047}, {\"bin_3\": \"F\", \"ord_0\": \"1\", \"target_rate\": 0.7188406101609447}, {\"bin_3\": \"T\", \"ord_0\": \"2\", \"target_rate\": 0.6674290405817499}, {\"bin_3\": \"F\", \"ord_0\": \"2\", \"target_rate\": 0.6630791117708913}, {\"bin_3\": \"T\", \"ord_0\": \"3\", \"target_rate\": 0.6120467303899256}, {\"bin_3\": \"F\", \"ord_0\": \"3\", \"target_rate\": 0.5957873620862588}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 430.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f8665dafeea3ac7cf1fea7107f74339a1c9b45a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:25:34.266501+00:00", + "ended_at": "2026-05-04T08:25:49.514002+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_deff8bc6ed083c47", + "problem_id": "v2p_c14_af48719cdbac6d6c", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_0, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_deff8bc6ed083c47.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_deff8bc6ed083c47", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 24123, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 133, + "estimated_total_tokens": 3985, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14727.85, + "sql_execution_elapsed_ms_total": 430.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_deff8bc6ed083c47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da75ca9fc2e5573c0f9618a8563f9d7ceb500391 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_deff8bc6ed083c47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:49.075145+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14727.85, "started_at": "2026-05-04T08:25:34.328976+00:00", "ended_at": "2026-05-04T08:25:49.056097+00:00", "prompt_metrics": {"chars": 11982, "bytes_utf8": 11982, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 180}, "stderr_preview": "2026-05-04T08:25:34.498379Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:36.793335Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3476ab99cf3a1c53b6adc733000a9a84dfec1c1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,5 @@ +{"type":"thread.started","thread_id":"019df221-b489-7983-9c3d-ad7cc6b80a07"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (timeout waiting for child process to exit)"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ord_0\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"ord_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ord_0\\\", item_col=\\\"nom_7\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23958,"cached_input_tokens":22912,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ddfd30a1accc1b2e2114eac1887556f456c8ae4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"ord_0\", \"nom_7\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"ord_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"ord_0\", \"nom_7\"\nORDER BY share_within_group DESC;","notes":"Applied the provided Within-Group Share of Total template with group_col=\"ord_0\", item_col=\"nom_7\", and measure_col=\"day\". Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ea55ea90abfc9eb597a3418e0f20f43a0f596af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,34 @@ +2026-05-04T08:36:28.502488Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:36:38.528045Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:36:58.676110Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 181ms)... +2026-05-04T08:37:13.873141Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 435ms)... +2026-05-04T08:37:37.400374Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary="UPDATE threads SET updated_at …" db.statement="\n\nUPDATE threads SET updated_at = ?, updated_at_ms = ? WHERE id = ?\n" rows_affected=1 rows_returned=0 elapsed=1.5504894s elapsed_secs=1.5504894 slow_threshold=1s +2026-05-04T08:37:40.115801Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:37:43.723656Z WARN sqlx::pool::acquire: acquired connection, but time to acquire exceeded slow threshold aquired_after_secs=4.6856238999999995 slow_acquire_threshold_secs=2.0 diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6922a59cf4e210284347a3f720a557046a97b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=day. +Result preview: [{"ord_0": "3", "nom_7": "6f3940b72", "total_measure": 257.0, "share_within_group": 0.22207052683424205}, {"ord_0": "2", "nom_7": "4a0ff1117", "total_measure": 431.0, "share_within_group": 0.21592645474812755}, {"ord_0": "3", "nom_7": "7c6d738f8", "total_measure": 249.0, "share_within_group": 0.21515782560982985}, {"ord_0": "3", "nom_7": "abbb92347", "total_measure": 240.0, "share_within_group": 0.20738103673236613}, {"ord_0": "2", "nom_7": "f16ff4894", "total_measure": 408.0, "share_within_group": 0.20440369730217178}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fa469a69d374eb0292d449ffb56d6685f79f819 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_e1012d7b23ec47d2 +-- problem_id: v2p_c14_db6d99872ad289bb +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", "nom_7", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "ord_0") AS share_within_group +FROM "c14" +GROUP BY "ord_0", "nom_7" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba6b801e058d64e3515b7fe7789074ff6fd5d5af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"ord_0\", \"nom_7\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"ord_0\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"ord_0\", \"nom_7\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ord_0\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"ord_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"ord_0\", \"nom_7\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"ord_0\": \"3\", \"nom_7\": \"6f3940b72\", \"total_measure\": 257.0, \"share_within_group\": 0.22207052683424205}, {\"ord_0\": \"2\", \"nom_7\": \"4a0ff1117\", \"total_measure\": 431.0, \"share_within_group\": 0.21592645474812755}, {\"ord_0\": \"3\", \"nom_7\": \"7c6d738f8\", \"total_measure\": 249.0, \"share_within_group\": 0.21515782560982985}, {\"ord_0\": \"3\", \"nom_7\": \"abbb92347\", \"total_measure\": 240.0, \"share_within_group\": 0.20738103673236613}, {\"ord_0\": \"2\", \"nom_7\": \"f16ff4894\", \"total_measure\": 408.0, \"share_within_group\": 0.20440369730217178}, {\"ord_0\": \"3\", \"nom_7\": \"c6344321c\", \"total_measure\": 235.0, \"share_within_group\": 0.2030605984671085}, {\"ord_0\": \"2\", \"nom_7\": \"85495b390\", \"total_measure\": 400.0, \"share_within_group\": 0.20039578166879587}, {\"ord_0\": \"3\", \"nom_7\": \"3b679e531\", \"total_measure\": 229.0, \"share_within_group\": 0.19787607254879935}, {\"ord_0\": \"3\", \"nom_7\": \"e0570ce05\", \"total_measure\": 228.0, \"share_within_group\": 0.19701198489574784}, {\"ord_0\": \"3\", \"nom_7\": \"fe27cc23d\", \"total_measure\": 228.0, \"share_within_group\": 0.19701198489574784}, {\"ord_0\": \"3\", \"nom_7\": \"b042166d5\", \"total_measure\": 226.0, \"share_within_group\": 0.19528380958964478}, {\"ord_0\": \"3\", \"nom_7\": \"fe7e29ba1\", \"total_measure\": 226.0, \"share_within_group\": 0.19528380958964478}, {\"ord_0\": \"3\", \"nom_7\": \"962fb7d1e\", \"total_measure\": 223.0, \"share_within_group\": 0.1926915466304902}, {\"ord_0\": \"3\", \"nom_7\": \"d863df6ca\", \"total_measure\": 221.0, \"share_within_group\": 0.19096337132438715}, {\"ord_0\": \"3\", \"nom_7\": \"c6dfa929a\", \"total_measure\": 220.0, \"share_within_group\": 0.19009928367133563}, {\"ord_0\": \"3\", \"nom_7\": \"d6325d953\", \"total_measure\": 220.0, \"share_within_group\": 0.19009928367133563}, {\"ord_0\": \"3\", \"nom_7\": \"8bed400a3\", \"total_measure\": 219.0, \"share_within_group\": 0.1892351960182841}, {\"ord_0\": \"3\", \"nom_7\": \"6684bc03d\", \"total_measure\": 218.0, \"share_within_group\": 0.18837110836523258}, {\"ord_0\": \"2\", \"nom_7\": \"bb5a78030\", \"total_measure\": 371.0, \"share_within_group\": 0.18586708749780817}, {\"ord_0\": \"2\", \"nom_7\": \"dadcfe5b8\", \"total_measure\": 371.0, \"share_within_group\": 0.18586708749780817}, {\"ord_0\": \"3\", \"nom_7\": \"59de9c26a\", \"total_measure\": 215.0, \"share_within_group\": 0.185778845406078}, {\"ord_0\": \"2\", \"nom_7\": \"8e8048598\", \"total_measure\": 370.0, \"share_within_group\": 0.18536609804363618}, {\"ord_0\": \"3\", \"nom_7\": \"75a4ba9a0\", \"total_measure\": 214.0, \"share_within_group\": 0.18491475775302646}, {\"ord_0\": \"3\", \"nom_7\": \"920b9ec8b\", \"total_measure\": 214.0, \"share_within_group\": 0.18491475775302646}, {\"ord_0\": \"2\", \"nom_7\": \"a88395028\", \"total_measure\": 368.0, \"share_within_group\": 0.18436411913529221}, {\"ord_0\": \"3\", \"nom_7\": \"f393c224a\", \"total_measure\": 213.0, \"share_within_group\": 0.18405067009997494}, {\"ord_0\": \"2\", \"nom_7\": \"c6344321c\", \"total_measure\": 366.0, \"share_within_group\": 0.18336214022694822}, {\"ord_0\": \"3\", \"nom_7\": \"f53ce6da5\", \"total_measure\": 211.0, \"share_within_group\": 0.1823224947938719}, {\"ord_0\": \"1\", \"nom_7\": \"3a114adea\", \"total_measure\": 1066.0, \"share_within_group\": 0.1815979598338021}, {\"ord_0\": \"3\", \"nom_7\": \"e47776758\", \"total_measure\": 210.0, \"share_within_group\": 0.18145840714082037}, {\"ord_0\": \"2\", \"nom_7\": \"e0ad1326d\", \"total_measure\": 362.0, \"share_within_group\": 0.18135818241026028}, {\"ord_0\": \"3\", \"nom_7\": \"17d7c7e77\", \"total_measure\": 209.0, \"share_within_group\": 0.18059431948776883}, {\"ord_0\": \"3\", \"nom_7\": \"dd9e53e35\", \"total_measure\": 209.0, \"share_within_group\": 0.18059431948776883}, {\"ord_0\": \"2\", \"nom_7\": \"22831fffe\", \"total_measure\": 360.0, \"share_within_group\": 0.18035620350191628}, {\"ord_0\": \"2\", \"nom_7\": \"e8dad647e\", \"total_measure\": 360.0, \"share_within_group\": 0.18035620350191628}, {\"ord_0\": \"2\", \"nom_7\": \"3a114adea\", \"total_measure\": 359.0, \"share_within_group\": 0.1798552140477443}, {\"ord_0\": \"3\", \"nom_7\": \"0378e418b\", \"total_measure\": 208.0, \"share_within_group\": 0.1797302318347173}, {\"ord_0\": \"3\", \"nom_7\": \"fdbaa2c22\", \"total_measure\": 208.0, \"share_within_group\": 0.1797302318347173}, {\"ord_0\": \"2\", \"nom_7\": \"700924d38\", \"total_measure\": 358.0, \"share_within_group\": 0.1793542245935723}, {\"ord_0\": \"1\", \"nom_7\": \"66418d6ec\", \"total_measure\": 1048.0, \"share_within_group\": 0.17853157777281856}, {\"ord_0\": \"2\", \"nom_7\": \"8bed400a3\", \"total_measure\": 356.0, \"share_within_group\": 0.17835224568522834}, {\"ord_0\": \"1\", \"nom_7\": \"700924d38\", \"total_measure\": 1046.0, \"share_within_group\": 0.1781908686549315}, {\"ord_0\": \"3\", \"nom_7\": \"7c71e775e\", \"total_measure\": 206.0, \"share_within_group\": 0.17800205652861426}, {\"ord_0\": \"2\", \"nom_7\": \"2e3adf627\", \"total_measure\": 355.0, \"share_within_group\": 0.17785125623105633}, {\"ord_0\": \"1\", \"nom_7\": \"a0be4f3da\", \"total_measure\": 1043.0, \"share_within_group\": 0.17767980497810093}, {\"ord_0\": \"3\", \"nom_7\": \"009a419af\", \"total_measure\": 205.0, \"share_within_group\": 0.17713796887556274}, {\"ord_0\": \"3\", \"nom_7\": \"128b3573c\", \"total_measure\": 205.0, \"share_within_group\": 0.17713796887556274}, {\"ord_0\": \"3\", \"nom_7\": \"23adfa078\", \"total_measure\": 205.0, \"share_within_group\": 0.17713796887556274}, {\"ord_0\": \"3\", \"nom_7\": \"b8240e94d\", \"total_measure\": 205.0, \"share_within_group\": 0.17713796887556274}, {\"ord_0\": \"2\", \"nom_7\": \"5aed00b2c\", \"total_measure\": 353.0, \"share_within_group\": 0.17684927732271236}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 545.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b318e6f0c246738a2dccbbe9734206f06e40bdb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:36:28.214404+00:00", + "ended_at": "2026-05-04T08:37:45.071955+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e1012d7b23ec47d2", + "problem_id": "v2p_c14_db6d99872ad289bb", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=ord_0, measure_col=day.", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "item_col": "nom_7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=82" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e1012d7b23ec47d2.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e1012d7b23ec47d2", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 207, + "total_tokens": 24165, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 163, + "estimated_total_tokens": 4030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 76228.47, + "sql_execution_elapsed_ms_total": 545.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e1012d7b23ec47d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca023c96ed13b9ceccb205d1523feec35b610d53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:37:44.516293+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 76228.47, "started_at": "2026-05-04T08:36:28.273261+00:00", "ended_at": "2026-05-04T08:37:44.501619+00:00", "prompt_metrics": {"chars": 12083, "bytes_utf8": 12083, "lines": 398, "estimated_tokens": 3867}, "response_metrics": {"chars": 544, "bytes_utf8": 544, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 23958, "cached_input_tokens": 22912, "output_tokens": 207}, "stderr_preview": "2026-05-04T08:36:28.502488Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:36:38.528045Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:36:58.676110Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 181ms)...\n2026-05-04T08:37:13.873141Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 435ms)...\n2026-05-04T08:37:37.400374Z WARN sqlx::query: slow statement: execution time exceeded alert threshold summary=\"UPDATE threads SET updated_at …\" db.statement=\"\\n\\nUPDATE threads SET updated_at = ?, updated_at_ms = ? WHERE id = ?\\n\" rows_affected=1 rows_returned=0 elapsed=1.5504894s elapsed_secs=1.5504894 slow_threshold=1s\n2026-05-04T08:37:40.115801Z WARN codex_analytics::client: events failed with st", "stdout_preview": "{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"ord_0\\\", \\\"nom_7\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"ord_0\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\", \\\"nom_7\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the provided Within-Group Share of Total template with group_col=\\\"ord_0\\\", item_col=\\\"nom_7\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..468c4b6656d58cbdebc3a72241f0cacd484f67ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e1012d7b23ec47d2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e1012d7b23ec47d2", + "api_calls": 0, + "input_tokens": 23958, + "cached_input_tokens": 22912, + "output_tokens": 207, + "total_tokens": 24165, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3867, + "estimated_output_tokens": 163, + "estimated_total_tokens": 4030, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 76228.47, + "sql_execution_elapsed_ms_total": 545.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e1012d7b23ec47d2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96158245f60550f5f099ad9b9b63f0d713550493 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11847, "bytes_utf8": 11847, "lines": 396, "estimated_tokens": 3788}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..707599faaeb8292a9d2f3fc009b6b4433a0008c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e4edafa6eba44e98", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 216, + "total_tokens": 24093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3788, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12946.38, + "sql_execution_elapsed_ms_total": 249.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e4edafa6eba44e98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fb2159d8c5bb790b4a6bb1e72ce1179e4b57e2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:55:11.288681+00:00", + "ended_at": "2026-05-04T08:55:24.238656+00:00", + "elapsed_ms": 12946.38, + "prompt_metrics": { + "chars": 11847, + "bytes_utf8": 11847, + "lines": 396, + "estimated_tokens": 3788 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5656949dc56726657db988c700b8cc494f637738 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=day, measure_col=month.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4de70dc384c1b83e108cfa0a6b0476d496434e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-d75f-70e0-8660-8e59b0e205d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS REAL)) > 9.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"month\\\". CAST was added because the schema snapshot shows \\\"month\\\" as TEXT, and SQLite will sum numeric text more reliably when cast explicitly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7af1ba2bddfa8de92211a7cca24823cfcabafc8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"month\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"month\" AS REAL)) > 9.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"day\" and measure_col=\"month\". CAST was added because the schema snapshot shows \"month\" as TEXT, and SQLite will sum numeric text more reliably when cast explicitly."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da80c2f05bfe3ef9ba2ea9815cc0da8f2ac93dff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:11.551834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:13.872453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:23.529460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4518354c8398c97b388cf1fecde230cea93027a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=day, measure_col=month. +Result preview: [{"day": "2", "total_measure": 428417.0}, {"day": "1", "total_measure": 388264.0}, {"day": "3", "total_measure": 381658.0}, {"day": "4", "total_measure": 233487.0}, {"day": "7", "total_measure": 190231.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f419ea8e8de63345a7fb26ffbf37998de00a24c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_e4edafa6eba44e98 +-- problem_id: v2p_c14_52502e233131962b +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("month" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "day" +HAVING SUM(CAST("month" AS REAL)) > 9.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c00382a0158747637ef7ee55af5fec14221bb8e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"day\", SUM(CAST(\"month\" AS REAL)) AS total_measure\nFROM \"c14\"\nGROUP BY \"day\"\nHAVING SUM(CAST(\"month\" AS REAL)) > 9.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"day\\\", SUM(CAST(\\\"month\\\" AS REAL)) AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"day\\\"\\nHAVING SUM(CAST(\\\"month\\\" AS REAL)) > 9.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"day\", \"total_measure\"], \"rows\": [{\"day\": \"2\", \"total_measure\": 428417.0}, {\"day\": \"1\", \"total_measure\": 388264.0}, {\"day\": \"3\", \"total_measure\": 381658.0}, {\"day\": \"4\", \"total_measure\": 233487.0}, {\"day\": \"7\", \"total_measure\": 190231.0}, {\"day\": \"5\", \"total_measure\": 103776.0}, {\"day\": \"6\", \"total_measure\": 5501.0}], \"row_count_returned\": 7, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 249.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0862674011f2f7b7f0bb1fa1ce945ca95c99da06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:55:11.237330+00:00", + "ended_at": "2026-05-04T08:55:24.520076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e4edafa6eba44e98", + "problem_id": "v2p_c14_52502e233131962b", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=day, measure_col=month.", + "bindings": { + "group_col": "day", + "measure_col": "month", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e4edafa6eba44e98.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e4edafa6eba44e98", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 216, + "total_tokens": 24093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3788, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12946.38, + "sql_execution_elapsed_ms_total": 249.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e4edafa6eba44e98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0680b0233900518ea3965a4aca84216d6d9c9a23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:24.259708+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12946.38, "started_at": "2026-05-04T08:55:11.288681+00:00", "ended_at": "2026-05-04T08:55:24.238656+00:00", "prompt_metrics": {"chars": 11847, "bytes_utf8": 11847, "lines": 396, "estimated_tokens": 3788}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 216}, "stderr_preview": "2026-05-04T08:55:11.551834Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:13.872453Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 9.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"day\\\" and measure_col=\\\"month\\\". CAST was added because the schema snapshot shows \\\"month\\\" as TEXT, and SQLite will sum numeric text more reliably when cast explicitly.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8875e416dd65b976c125f239f2697b23729283d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e4edafa6eba44e98/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e4edafa6eba44e98", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 216, + "total_tokens": 24093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3788, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3911, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12946.38, + "sql_execution_elapsed_ms_total": 249.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e4edafa6eba44e98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71d7b4e120974510fa46abd249750eea1f3ae560 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23904, "cached_input_tokens": 23424, "output_tokens": 130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1290c279dc06003a4723bccac8afd9f3223be0ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e506a0f9c9dea5f0", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 23424, + "output_tokens": 130, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13862.65, + "sql_execution_elapsed_ms_total": 282.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e506a0f9c9dea5f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e85c4c4353c9490298a87eb19191bd9cd9b16e03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:28:22.603932+00:00", + "ended_at": "2026-05-04T08:28:36.467209+00:00", + "elapsed_ms": 13862.65, + "prompt_metrics": { + "chars": 11918, + "bytes_utf8": 11918, + "lines": 399, + "estimated_tokens": 3813 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 23904, + "cached_input_tokens": 23424, + "output_tokens": 130 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a13d1a6fb9e5255633e37a520874d96bb5a4d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_4, condition_col=bin_3.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "nom_4", + "condition_col": "bin_3", + "condition_value": "F", + "positive_value": "F", + "negative_value": "T", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee0890dd9bc01cb22153efdf99f3660915ee5f5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21a-4b4a-73b0-9f53-4bd7d5441740"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"bin_3\\\" = 'F' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with fixed bindings: group_col=\\\"nom_4\\\", condition_col=\\\"bin_3\\\", condition_value='F'. Query is SQLite-compatible and uses only the single provided table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23904,"cached_input_tokens":23424,"output_tokens":130}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c34bc5bbca64a4a74174478fd5aa35fd7fe2a8f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"bin_3\" = 'F' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with fixed bindings: group_col=\"nom_4\", condition_col=\"bin_3\", condition_value='F'. Query is SQLite-compatible and uses only the single provided table."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6643d1eb52b90cee8eb394b18c27be594ff00c83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:28:22.791581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:28:25.318874Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:28:35.489935Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfe72339e31d6827477b0ee0e312595f5e986dbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_4, condition_col=bin_3. +Result preview: [{"nom_4": "Oboe", "condition_rate": 0.48953875158462723}, {"nom_4": "Piano", "condition_rate": 0.4891796916596661}, {"nom_4": "Bassoon", "condition_rate": 0.48698281907433383}, {"nom_4": "Theremin", "condition_rate": 0.48604362281246577}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8935e6d1985107eeee74d9d4afbcff5229c8efea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_e506a0f9c9dea5f0 +-- problem_id: v2p_c14_3a18ee1eb6f2b7d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "bin_3" = 'F' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..325030b1da1035758885c140955adbee4e7720c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"nom_4\",\n AVG(CASE WHEN \"bin_3\" = 'F' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"bin_3\\\" = 'F' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"nom_4\", \"condition_rate\"], \"rows\": [{\"nom_4\": \"Oboe\", \"condition_rate\": 0.48953875158462723}, {\"nom_4\": \"Piano\", \"condition_rate\": 0.4891796916596661}, {\"nom_4\": \"Bassoon\", \"condition_rate\": 0.48698281907433383}, {\"nom_4\": \"Theremin\", \"condition_rate\": 0.48604362281246577}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 282.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec2eff4ca556e1d0e1ef99354aec37b4213f7a52 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:28:22.542768+00:00", + "ended_at": "2026-05-04T08:28:36.779825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e506a0f9c9dea5f0", + "problem_id": "v2p_c14_3a18ee1eb6f2b7d4", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=nom_4, condition_col=bin_3.", + "bindings": { + "group_col": "nom_4", + "condition_col": "bin_3", + "condition_value": "F", + "positive_value": "F", + "negative_value": "T", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e506a0f9c9dea5f0.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e506a0f9c9dea5f0", + "api_calls": 0, + "input_tokens": 23904, + "cached_input_tokens": 23424, + "output_tokens": 130, + "total_tokens": 24034, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3813, + "estimated_output_tokens": 114, + "estimated_total_tokens": 3927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13862.65, + "sql_execution_elapsed_ms_total": 282.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e506a0f9c9dea5f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37bdafa4b0ef470a361735be3afcf325fb869220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e506a0f9c9dea5f0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:28:36.487246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13862.65, "started_at": "2026-05-04T08:28:22.603932+00:00", "ended_at": "2026-05-04T08:28:36.467209+00:00", "prompt_metrics": {"chars": 11918, "bytes_utf8": 11918, "lines": 399, "estimated_tokens": 3813}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 23904, "cached_input_tokens": 23424, "output_tokens": 130}, "stderr_preview": "2026-05-04T08:28:22.791581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:28:25.318874Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1f683d3cbe1802294f508a17e4a9083a7af9c70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_e580f449af8a55d7\n-- problem_id: v2p_c14_d1227cb22a96dd72\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_6\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_e580f449af8a55d7\\n-- problem_id: v2p_c14_d1227cb22a96dd72\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_6\", \"support\", \"avg_response\"], \"rows\": [{\"nom_6\": \"d173ac7ca\", \"support\": 1218, \"avg_response\": 2.960591133004926}, {\"nom_6\": \"2ed5a94b0\", \"support\": 1210, \"avg_response\": 2.98099173553719}, {\"nom_6\": \"c9eedfbc2\", \"support\": 1193, \"avg_response\": 3.0947191953059514}, {\"nom_6\": \"50d7ad46a\", \"support\": 1175, \"avg_response\": 2.970212765957447}, {\"nom_6\": \"0922e3cb8\", \"support\": 1169, \"avg_response\": 2.9666381522668948}, {\"nom_6\": \"d4d727716\", \"support\": 1167, \"avg_response\": 2.9785775492716366}, {\"nom_6\": \"705cb7579\", \"support\": 1165, \"avg_response\": 3.024892703862661}, {\"nom_6\": \"1fe17a1fd\", \"support\": 1157, \"avg_response\": 3.004321521175454}, {\"nom_6\": \"3ac1b8814\", \"support\": 1148, \"avg_response\": 3.015679442508711}, {\"nom_6\": \"f497b97d7\", \"support\": 1146, \"avg_response\": 2.9886561954624784}, {\"nom_6\": \"4f849ad2d\", \"support\": 1140, \"avg_response\": 2.9464912280701756}, {\"nom_6\": \"bc82e0ba0\", \"support\": 1138, \"avg_response\": 3.0597539543057994}, {\"nom_6\": \"9448b8e3b\", \"support\": 1137, \"avg_response\": 3.0334212840809145}, {\"nom_6\": \"50e49ea04\", \"support\": 1137, \"avg_response\": 2.980650835532102}, {\"nom_6\": \"20636817e\", \"support\": 1133, \"avg_response\": 3.049426301853486}, {\"nom_6\": \"71c68195d\", \"support\": 1133, \"avg_response\": 2.968225948808473}, {\"nom_6\": \"a406a5f12\", \"support\": 1125, \"avg_response\": 2.9555555555555557}, {\"nom_6\": \"bc31d6a6d\", \"support\": 1123, \"avg_response\": 3.1068566340160286}, {\"nom_6\": \"e16557b2b\", \"support\": 1119, \"avg_response\": 2.966041108132261}, {\"nom_6\": \"b238965eb\", \"support\": 1117, \"avg_response\": 2.9588182632050133}, {\"nom_6\": \"40ac3fcd5\", \"support\": 1116, \"avg_response\": 2.9919354838709675}, {\"nom_6\": \"642fcc7be\", \"support\": 1114, \"avg_response\": 2.9910233393177736}, {\"nom_6\": \"a20513779\", \"support\": 1114, \"avg_response\": 2.954219030520646}, {\"nom_6\": \"f14fe8bc5\", \"support\": 1113, \"avg_response\": 2.991015274034142}, {\"nom_6\": \"017eb57f0\", \"support\": 1113, \"avg_response\": 2.958670260557053}, {\"nom_6\": \"cefab1020\", \"support\": 1109, \"avg_response\": 2.9621280432822363}, {\"nom_6\": \"3b9693870\", \"support\": 1107, \"avg_response\": 3.0569105691056913}, {\"nom_6\": \"f134870d4\", \"support\": 1102, \"avg_response\": 2.9945553539019962}, {\"nom_6\": \"cd8e3a0a7\", \"support\": 1101, \"avg_response\": 3.0544959128065394}, {\"nom_6\": \"c0f1061ee\", \"support\": 1100, \"avg_response\": 3.0527272727272727}, {\"nom_6\": \"cd94f29d1\", \"support\": 1096, \"avg_response\": 2.9525547445255476}, {\"nom_6\": \"9e0a099c7\", \"support\": 1095, \"avg_response\": 2.9643835616438357}, {\"nom_6\": \"edb3cf6c8\", \"support\": 1094, \"avg_response\": 3.045703839122486}, {\"nom_6\": \"25d3a1087\", \"support\": 1093, \"avg_response\": 3.020128087831656}, {\"nom_6\": \"bb219c9ac\", \"support\": 1091, \"avg_response\": 3.0329972502291476}, {\"nom_6\": \"718fd9453\", \"support\": 1091, \"avg_response\": 3.0229147571035746}, {\"nom_6\": \"6046454de\", \"support\": 1086, \"avg_response\": 3.1639042357274403}, {\"nom_6\": \"42b1cc2fd\", \"support\": 1081, \"avg_response\": 3.038852913968548}, {\"nom_6\": \"788ba7aea\", \"support\": 1081, \"avg_response\": 3.0296022201665127}, {\"nom_6\": \"cf8b12b4e\", \"support\": 1080, \"avg_response\": 3.1}, {\"nom_6\": \"acf5b10dd\", \"support\": 1075, \"avg_response\": 3.0316279069767442}, {\"nom_6\": \"d213f48ed\", \"support\": 1073, \"avg_response\": 3.0335507921714817}, {\"nom_6\": \"395941181\", \"support\": 1070, \"avg_response\": 2.9644859813084112}, {\"nom_6\": \"508ff88dc\", \"support\": 1064, \"avg_response\": 3.0103383458646618}, {\"nom_6\": \"32be571ee\", \"support\": 1062, \"avg_response\": 3.1440677966101696}, {\"nom_6\": \"b69c236cb\", \"support\": 1061, \"avg_response\": 3.052780395852969}, {\"nom_6\": \"3e44d44eb\", \"support\": 1060, \"avg_response\": 3.069811320754717}, {\"nom_6\": \"73dd803d0\", \"support\": 1057, \"avg_response\": 3.0283822138126775}, {\"nom_6\": \"0bcb379d8\", \"support\": 1054, \"avg_response\": 3.064516129032258}, {\"nom_6\": \"4daee3baf\", \"support\": 1053, \"avg_response\": 3.00664767331434}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 316.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e6d82e926641fe1b8fd3b7c2b1f1a018d9a92ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:19.264989+00:00", + "ended_at": "2026-05-04T09:00:19.588220+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e580f449af8a55d7", + "problem_id": "v2p_c14_d1227cb22a96dd72", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=nom_6.", + "bindings": { + "key_col": "nom_6", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e580f449af8a55d7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e580f449af8a55d7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c257ea8b33ca378c44d7f95dc3115eca57a6c151 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12089, "bytes_utf8": 12089, "lines": 398, "estimated_tokens": 3866}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 23957, "cached_input_tokens": 19840, "output_tokens": 238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58b9a2e64975e96cd2e90dab333ded9bd0d16717 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e66aadb7863fdb83", + "api_calls": 0, + "input_tokens": 23957, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 24195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3866, + "estimated_output_tokens": 146, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13150.86, + "sql_execution_elapsed_ms_total": 1671.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e66aadb7863fdb83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dce5e3fc34f8fb0719ca95b4b1d2b4e9366a3980 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:34:45.749013+00:00", + "ended_at": "2026-05-04T08:34:58.899905+00:00", + "elapsed_ms": 13150.86, + "prompt_metrics": { + "chars": 12089, + "bytes_utf8": 12089, + "lines": 398, + "estimated_tokens": 3866 + }, + "stdout_metrics": { + "chars": 863, + "bytes_utf8": 863, + "lines": 4, + "estimated_tokens": 269 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 512, + "bytes_utf8": 512, + "lines": 1, + "estimated_tokens": 146 + }, + "usage": { + "input_tokens": 23957, + "cached_input_tokens": 19840, + "output_tokens": 238 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2a9d5199af3556c3d918413a24fe62635a394b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_2, measure_col=month.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "item_col": "id", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a20bced481d420a8f40bc46561de34748a418dac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df220-23ef-7800-be9a-67c9d985e0eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_2\\\", \\\"id\\\",\\n SUM(\\\"month\\\") AS total_measure,\\n SUM(\\\"month\\\") * 100.0 / SUM(SUM(\\\"month\\\")) OVER (PARTITION BY \\\"nom_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\", \\\"id\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\",\"notes\":\"Used the shortlisted Within-Group Share of Total template with bound roles group_col=\\\"nom_2\\\", item_col=\\\"id\\\", and measure_col=\\\"month\\\". Added LIMIT 19 from the provided top_k binding.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23957,"cached_input_tokens":19840,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9763efdc337b32531256e80f335e5662885c68d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_2\", \"id\",\n SUM(\"month\") AS total_measure,\n SUM(\"month\") * 100.0 / SUM(SUM(\"month\")) OVER (PARTITION BY \"nom_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_2\", \"id\"\nORDER BY share_within_group DESC\nLIMIT 19;","notes":"Used the shortlisted Within-Group Share of Total template with bound roles group_col=\"nom_2\", item_col=\"id\", and measure_col=\"month\". Added LIMIT 19 from the provided top_k binding."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a4193ecbc0bde5636a22bbe054d81ad0d2dd025 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:34:45.938739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:34:48.398353Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:57.837484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..62b674b85ba87055b121e42cd9a817f505eeaaf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_2, measure_col=month. +Result preview: [{"nom_2": "Hamster", "id": "100003", "total_measure": 12, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100158", "total_measure": 12, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100637", "total_measure": 12, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100663", "total_measure": 12, "share_within_group": 0.007055669230226487}, {"nom_2": "Hamster", "id": "100740", "total_measure": 12, "share_within_group": 0.007055669230226487}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1732b6a8bea6f4a4d0578468c0fd2a514c755fb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_e66aadb7863fdb83 +-- problem_id: v2p_c14_50d8f667cb231d55 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "id", + SUM("month") AS total_measure, + SUM("month") * 100.0 / SUM(SUM("month")) OVER (PARTITION BY "nom_2") AS share_within_group +FROM "c14" +GROUP BY "nom_2", "id" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..402e567cc869439b9b1e909ceafb4e027a0126b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_2\", \"id\",\n SUM(\"month\") AS total_measure,\n SUM(\"month\") * 100.0 / SUM(SUM(\"month\")) OVER (PARTITION BY \"nom_2\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_2\", \"id\"\nORDER BY share_within_group DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_2\\\", \\\"id\\\",\\n SUM(\\\"month\\\") AS total_measure,\\n SUM(\\\"month\\\") * 100.0 / SUM(SUM(\\\"month\\\")) OVER (PARTITION BY \\\"nom_2\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_2\\\", \\\"id\\\"\\nORDER BY share_within_group DESC\\nLIMIT 19;\", \"columns\": [\"nom_2\", \"id\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_2\": \"Hamster\", \"id\": \"100003\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100158\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100637\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100663\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100740\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100744\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"100884\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101027\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101189\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101238\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101249\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101450\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101561\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"10170\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101925\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"101957\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102055\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102119\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}, {\"nom_2\": \"Hamster\", \"id\": \"102346\", \"total_measure\": 12, \"share_within_group\": 0.007055669230226487}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1671.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67932bf87aa1c5c11275099b06fda9b86a86288c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:34:45.675037+00:00", + "ended_at": "2026-05-04T08:35:00.601365+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e66aadb7863fdb83", + "problem_id": "v2p_c14_50d8f667cb231d55", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_2, measure_col=month.", + "bindings": { + "group_col": "nom_2", + "measure_col": "month", + "item_col": "id", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e66aadb7863fdb83.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e66aadb7863fdb83", + "api_calls": 0, + "input_tokens": 23957, + "cached_input_tokens": 19840, + "output_tokens": 238, + "total_tokens": 24195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3866, + "estimated_output_tokens": 146, + "estimated_total_tokens": 4012, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13150.86, + "sql_execution_elapsed_ms_total": 1671.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e66aadb7863fdb83\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8957a9c205513b5150ce629571ad06ce34376ba4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e66aadb7863fdb83/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:58.919914+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13150.86, "started_at": "2026-05-04T08:34:45.749013+00:00", "ended_at": "2026-05-04T08:34:58.899905+00:00", "prompt_metrics": {"chars": 12089, "bytes_utf8": 12089, "lines": 398, "estimated_tokens": 3866}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 23957, "cached_input_tokens": 19840, "output_tokens": 238}, "stderr_preview": "2026-05-04T08:34:45.938739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:34:48.398353Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_2.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bin_2", + "predicate_col": "target", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03ec986b64c36be1223b3ca97079769b24aa25e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-7c00-7a42-b72b-9ebf42744457"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"target\\\" = '0'\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"bin_2\\\", predicate_col=\\\"target\\\", predicate_op=\\\"=\\\", predicate_value='0', top_k=15. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23887,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8aa2e8ad58071156e4ff96f57cd14423cc2989c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"target\" = '0'\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"bin_2\", predicate_col=\"target\", predicate_op=\"=\", predicate_value='0', top_k=15. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ed491260988005e7549ed7b245900a685a4beae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:17.747212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:20.354374Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:32.125194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a2d0c665503ea3afbb3c165b3a716b02039fb6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_2. +Result preview: [{"bin_2": "0", "support": 129238}, {"bin_2": "1", "support": 78998}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e34818ed47c5d7bd27bd63deb366d358d90bd882 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_e677934912f0eeb1 +-- problem_id: v2p_c14_fccfb06fc3aae54c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(*) AS support +FROM "c14" +WHERE "target" = '0' +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..11b371de2a4f8e4b9e01453614b915307afdffc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_2\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"target\" = '0'\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_2\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"target\\\" = '0'\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"bin_2\", \"support\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 129238}, {\"bin_2\": \"1\", \"support\": 78998}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 192.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..551b6fc2c63c67d33ceef8e3dca98d8370f3a0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:13:17.480336+00:00", + "ended_at": "2026-05-04T08:13:33.986774+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e677934912f0eeb1", + "problem_id": "v2p_c14_fccfb06fc3aae54c", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=bin_2.", + "bindings": { + "group_col": "bin_2", + "predicate_col": "target", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e677934912f0eeb1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e677934912f0eeb1", + "api_calls": 0, + "input_tokens": 23887, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 24014, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3798, + "estimated_output_tokens": 111, + "estimated_total_tokens": 3909, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16228.45, + "sql_execution_elapsed_ms_total": 192.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e677934912f0eeb1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b81c3a2104c74f7c74ee0b3da719e2c42ec8883 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e677934912f0eeb1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:33.786691+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16228.45, "started_at": "2026-05-04T08:13:17.539807+00:00", "ended_at": "2026-05-04T08:13:33.768932+00:00", "prompt_metrics": {"chars": 11877, "bytes_utf8": 11877, "lines": 398, "estimated_tokens": 3798}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 23887, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T08:13:17.747212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:20.354374Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7101205d0f8013b36d0d0c7f993ae2dbf408177d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-19d2-7bc1-8ef9-cf81bb862cea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_1\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"ord_1\\\" and measure_col=\\\"ord_0\\\". CAST to REAL ensures SQLite computes a numeric average because \\\"ord_0\\\" is stored as TEXT in the schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23843,"cached_input_tokens":22912,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8356919a2bbe48b9b091d1935e66a00ea18b6523 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_1\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"ord_1\" and measure_col=\"ord_0\". CAST to REAL ensures SQLite computes a numeric average because \"ord_0\" is stored as TEXT in the schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1edbe64531a57ed7d3765fd2da3eac5b377dbfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:09.220466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:11.520730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:24.808233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9dd241915e2e2cc54ec96c4321b2a7f0bd22aeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_1, measure_col=ord_0. +Result preview: [{"ord_1": "Expert", "avg_measure": 1.4821464193097946}, {"ord_1": "Contributor", "avg_measure": 1.480604604511208}, {"ord_1": "Novice", "avg_measure": 1.4797800652536282}, {"ord_1": "Master", "avg_measure": 1.4792000855523473}, {"ord_1": "Grandmaster", "avg_measure": 1.4779407966110452}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c353443a498cd2d1782911dde081851265fac9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_e83823cb2c471898 +-- problem_id: v2p_c14_50575d113409eaaf +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67cc21c5e3c968b0bfbec06c5fdb7c913f2017fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_1\", AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_1\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_1\\\", AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_1\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_1\", \"avg_measure\"], \"rows\": [{\"ord_1\": \"Expert\", \"avg_measure\": 1.4821464193097946}, {\"ord_1\": \"Contributor\", \"avg_measure\": 1.480604604511208}, {\"ord_1\": \"Novice\", \"avg_measure\": 1.4797800652536282}, {\"ord_1\": \"Master\", \"avg_measure\": 1.4792000855523473}, {\"ord_1\": \"Grandmaster\", \"avg_measure\": 1.4779407966110452}], \"row_count_returned\": 5, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 307.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10d8e2b736fd19db51b52ccaa49fa7d736b30b7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:16:08.980207+00:00", + "ended_at": "2026-05-04T08:16:26.120279+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e83823cb2c471898", + "problem_id": "v2p_c14_50575d113409eaaf", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_1, measure_col=ord_0.", + "bindings": { + "group_col": "ord_1", + "measure_col": "ord_0", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e83823cb2c471898.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e83823cb2c471898", + "api_calls": 0, + "input_tokens": 23843, + "cached_input_tokens": 22912, + "output_tokens": 141, + "total_tokens": 23984, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3752, + "estimated_output_tokens": 108, + "estimated_total_tokens": 3860, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16748.27, + "sql_execution_elapsed_ms_total": 307.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e83823cb2c471898\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22895eab283ee368988dde9591b9c21f796b615c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e83823cb2c471898/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:25.804792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16748.27, "started_at": "2026-05-04T08:16:09.037153+00:00", "ended_at": "2026-05-04T08:16:25.785636+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3752}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 23843, "cached_input_tokens": 22912, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:16:09.220466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:11.520730Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..142de3fc32229a82dd0888e5ea481d652f2d1edf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_e925f47fd547e860\n-- problem_id: v2p_c14_c5ef1c21e47395cd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_e925f47fd547e860\\n-- problem_id: v2p_c14_c5ef1c21e47395cd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 1.4419475655430711}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 1.579150579150579}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 1.5193050193050193}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 1.460348162475822}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 1.5048543689320388}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 1.507843137254902}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 1.468503937007874}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 1.4198019801980197}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 1.5209580838323353}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 1.532}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 1.49}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 1.4288577154308617}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 1.5140562248995983}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 1.448692152917505}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 1.5100806451612903}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 1.471774193548387}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 1.4536290322580645}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 1.4898785425101215}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 1.4908722109533468}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 1.4796747967479675}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 1.526530612244898}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 1.5204081632653061}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 1.4877551020408164}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 1.425357873210634}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 1.4743326488706365}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 1.4271047227926077}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 1.5246913580246915}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 1.4691358024691359}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 1.454732510288066}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 1.5278350515463917}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 1.4948453608247423}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 1.4855371900826446}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 1.5134575569358177}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 1.4232365145228216}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 1.4948024948024947}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 1.4428274428274428}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 1.4791666666666667}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 1.4541666666666666}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 1.4467640918580376}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 1.4456066945606694}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 1.4978991596638656}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 1.4726890756302522}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 1.4842105263157894}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 1.4821052631578948}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 1.4210526315789473}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 1.4324894514767932}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 1.4576271186440677}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 1.3983050847457628}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 1.5477707006369428}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 1.5222929936305734}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 319.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c9b8f23e75bbf3950bbddb304939dcac939441 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:20.311596+00:00", + "ended_at": "2026-05-04T09:00:20.638598+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e925f47fd547e860", + "problem_id": "v2p_c14_c5ef1c21e47395cd", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e925f47fd547e860.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e925f47fd547e860/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c232833f9b2609fc26165b56e1856a1ec43557a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11850, "bytes_utf8": 11850, "lines": 396, "estimated_tokens": 3793}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e635c2547e9aabd6def8bc41e505dfae3ad89753 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e9778de8b509d6f5", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 146, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11189.1, + "sql_execution_elapsed_ms_total": 267.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e9778de8b509d6f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ab765cdaacb55f17fa0cfd6b700038ceda3adfcf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:54:59.747595+00:00", + "ended_at": "2026-05-04T08:55:10.937329+00:00", + "elapsed_ms": 11189.1, + "prompt_metrics": { + "chars": 11850, + "bytes_utf8": 11850, + "lines": 396, + "estimated_tokens": 3793 + }, + "stdout_metrics": { + "chars": 731, + "bytes_utf8": 731, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 146 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a307169e70b69d7e7b20dd47750779f2837f4599 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_4, measure_col=day.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f334b7ef18e58a6053459eddb0d7349e6d7ca8dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df232-aa84-7440-86c5-7fe0542548de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_4\\\", SUM(\\\"day\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING SUM(\\\"day\\\") > 3.64\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"ord_4\\\" and measure_col bound to \\\"day\\\". SQLite will coerce numeric text in \\\"day\\\" during SUM.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23882,"cached_input_tokens":22912,"output_tokens":146}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f20e8cc6aef99b8e6743c16bbca355f494414c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_4\", SUM(\"day\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING SUM(\"day\") > 3.64\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"ord_4\" and measure_col bound to \"day\". SQLite will coerce numeric text in \"day\" during SUM."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67b62c7ab70c8d4498a8d6819545e1fa39b2efd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:55:00.098938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:55:02.454067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:55:10.212060Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4d04fd85a684fc34c7a43966c5aaa6b23d6e565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_4, measure_col=day. +Result preview: [{"ord_4": "L", "total_measure": 57479}, {"ord_4": "G", "total_measure": 57049}, {"ord_4": "S", "total_measure": 56873}, {"ord_4": "A", "total_measure": 54904}, {"ord_4": "R", "total_measure": 50834}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ecf84529403ff79b753d1b21f09657ddc8a231d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_e9778de8b509d6f5 +-- problem_id: v2p_c14_61a0b9beb09de6c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", SUM("day") AS total_measure +FROM "c14" +GROUP BY "ord_4" +HAVING SUM("day") > 3.64 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2cb4e6ae27cf791c52260960893722680ade45f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"ord_4\", SUM(\"day\") AS total_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING SUM(\"day\") > 3.64\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"ord_4\\\", SUM(\\\"day\\\") AS total_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING SUM(\\\"day\\\") > 3.64\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"ord_4\", \"total_measure\"], \"rows\": [{\"ord_4\": \"L\", \"total_measure\": 57479}, {\"ord_4\": \"G\", \"total_measure\": 57049}, {\"ord_4\": \"S\", \"total_measure\": 56873}, {\"ord_4\": \"A\", \"total_measure\": 54904}, {\"ord_4\": \"R\", \"total_measure\": 50834}, {\"ord_4\": \"Q\", \"total_measure\": 47864}, {\"ord_4\": \"K\", \"total_measure\": 44360}, {\"ord_4\": \"I\", \"total_measure\": 44294}, {\"ord_4\": \"Z\", \"total_measure\": 43193}, {\"ord_4\": \"T\", \"total_measure\": 42696}, {\"ord_4\": \"V\", \"total_measure\": 42626}, {\"ord_4\": \"J\", \"total_measure\": 38723}, {\"ord_4\": \"P\", \"total_measure\": 38652}, {\"ord_4\": \"U\", \"total_measure\": 38437}, {\"ord_4\": \"H\", \"total_measure\": 38280}, {\"ord_4\": \"F\", \"total_measure\": 34758}, {\"ord_4\": \"E\", \"total_measure\": 34070}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 267.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4dd39dc2cc4cf6d47284373ccf9cb522b939d1e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:54:59.695168+00:00", + "ended_at": "2026-05-04T08:55:11.237330+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_e9778de8b509d6f5", + "problem_id": "v2p_c14_61a0b9beb09de6c9", + "dataset_id": "c14", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=ord_4, measure_col=day.", + "bindings": { + "group_col": "ord_4", + "measure_col": "day", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_e9778de8b509d6f5.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e9778de8b509d6f5", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 146, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11189.1, + "sql_execution_elapsed_ms_total": 267.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e9778de8b509d6f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c0a123872fd6f611fcfbca477940032325de0c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:55:10.960978+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11189.1, "started_at": "2026-05-04T08:54:59.747595+00:00", "ended_at": "2026-05-04T08:55:10.937329+00:00", "prompt_metrics": {"chars": 11850, "bytes_utf8": 11850, "lines": 396, "estimated_tokens": 3793}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 23882, "cached_input_tokens": 22912, "output_tokens": 146}, "stderr_preview": "2026-05-04T08:55:00.098938Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:55:02.454067Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.64\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"ord_4\\\" and measure_col bound to \\\"day\\\". SQLite will coerce numeric text in \\\"day\\\" during SUM.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7b7bdb7ecc06d4333a74ee3789370673409be72e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_e9778de8b509d6f5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_e9778de8b509d6f5", + "api_calls": 0, + "input_tokens": 23882, + "cached_input_tokens": 22912, + "output_tokens": 146, + "total_tokens": 24028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3793, + "estimated_output_tokens": 110, + "estimated_total_tokens": 3903, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11189.1, + "sql_execution_elapsed_ms_total": 267.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_e9778de8b509d6f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a2a1adde6bfb19b5c550a564a46002187c9c06e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe635662d6d6f512a119b2344932dcb4a21b1ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ea07271a5d6bbe20", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 158, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12576.12, + "sql_execution_elapsed_ms_total": 233.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ea07271a5d6bbe20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..91c88c75844b4c72f6fb0477399b12475eb211e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:51:26.782022+00:00", + "ended_at": "2026-05-04T08:51:39.353409+00:00", + "elapsed_ms": 12576.12, + "prompt_metrics": { + "chars": 12026, + "bytes_utf8": 12026, + "lines": 397, + "estimated_tokens": 3864 + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13280 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..344e0b199eab29eab48d46bef12b5a6309b7e6e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,397 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_4, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..02ea9fe54218d3a6db4f68088c062a2fb6d023b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22f-6ac3-71e1-a1ae-c6091ff9b1fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_4\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=12. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23953,"cached_input_tokens":22912,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d251399ad75839f38cced0692bbc00beab88bc39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"bin_4\", target_col=\"target\", target_value='0', min_support=5, and top_k=12. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b97e87c6e77c2e5c403f34337f0cfa9610b0e9a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:51:27.124619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:51:29.471118Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:51:38.444179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0be1e2f3578562bbe4c5c54301e86241c96443fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_4, target_col=target. +Result preview: [{"bin_4": "Y", "support": 191633, "focus_rate": 0.7098933899693686}, {"bin_4": "N", "support": 108367, "focus_rate": 0.6662268033626473}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..216985d7e841ecf0168e3adb8749cd26a637b295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_ea07271a5d6bbe20 +-- problem_id: v2p_c14_e140442dc179a4f6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2aea4f4cd69e900b531b3a3af4a835d1255caa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_4\",\n COUNT(*) AS support,\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS focus_rate\nFROM \"c14\"\nGROUP BY \"bin_4\"\nHAVING COUNT(*) >= 5\nORDER BY focus_rate DESC, support ASC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_4\\\",\\n COUNT(*) AS support,\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS focus_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_4\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\", \"columns\": [\"bin_4\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_4\": \"Y\", \"support\": 191633, \"focus_rate\": 0.7098933899693686}, {\"bin_4\": \"N\", \"support\": 108367, \"focus_rate\": 0.6662268033626473}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 233.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a1082010f4f989cd7cdaa43e8e2adc1305258f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:51:26.727520+00:00", + "ended_at": "2026-05-04T08:51:39.619250+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ea07271a5d6bbe20", + "problem_id": "v2p_c14_e140442dc179a4f6", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_4, target_col=target.", + "bindings": { + "group_col": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ea07271a5d6bbe20.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ea07271a5d6bbe20", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 158, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12576.12, + "sql_execution_elapsed_ms_total": 233.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ea07271a5d6bbe20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4f629d4d769ba187255245e11a32d3405ed6a95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:51:39.377176+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12576.12, "started_at": "2026-05-04T08:51:26.782022+00:00", "ended_at": "2026-05-04T08:51:39.353409+00:00", "prompt_metrics": {"chars": 12026, "bytes_utf8": 12026, "lines": 397, "estimated_tokens": 3864}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23953, "cached_input_tokens": 22912, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:51:27.124619Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:51:29.471118Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY focus_rate DESC, support ASC\\nLIMIT 12;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_4\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=12. SQLite-compatible and single-table only.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c0584589e106eca3b07312e8d8243f2f9ef4c68f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ea07271a5d6bbe20/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ea07271a5d6bbe20", + "api_calls": 0, + "input_tokens": 23953, + "cached_input_tokens": 22912, + "output_tokens": 158, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3864, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4006, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12576.12, + "sql_execution_elapsed_ms_total": 233.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ea07271a5d6bbe20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ab1c1f88a4ff41bea5b7141c76f97e614087a21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 798, "bytes_utf8": 798, "lines": 1, "estimated_tokens": 241}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 862}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a2c23905cc7baa15b2c9b97897ccf81571e3bc6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_eb5bd4f5601722a8", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 862, + "total_tokens": 24739, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 241, + "estimated_total_tokens": 4027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23880.29, + "sql_execution_elapsed_ms_total": 1196.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_eb5bd4f5601722a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..258fc9edb5de3118d645c425f3d5b7f86409ba65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:45:45.589497+00:00", + "ended_at": "2026-05-04T08:46:09.469716+00:00", + "elapsed_ms": 23880.29, + "prompt_metrics": { + "chars": 11861, + "bytes_utf8": 11861, + "lines": 396, + "estimated_tokens": 3786 + }, + "stdout_metrics": { + "chars": 1195, + "bytes_utf8": 1195, + "lines": 4, + "estimated_tokens": 392 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 1, + "estimated_tokens": 241 + }, + "usage": { + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 862 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eed6cea1f1f60a9b0d1ebcddbb2181738397266c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..304f68e85a4884b582d493a502b9877aa6a6962a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22a-35c5-7ff2-bad8-19fa7a24d408"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the discrete 90th-percentile point via window functions. \\\"id\\\" is stored as TEXT in the schema, so it is cast to REAL for percentile ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":19840,"output_tokens":862}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22fc75e121756eb748af989bd809410d33bd8a78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_0\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_0\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"ord_0\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the discrete 90th-percentile point via window functions. \"id\" is stored as TEXT in the schema, so it is cast to REAL for percentile ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b13543a2cdfca9420abf906eed91eb75e004a466 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:45:45.878052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:45:48.179328Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:46:08.650528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b641ccb881be01e0f5aec9427f24d24e6906e5fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id. +Result preview: [{"ord_0": "3", "percentile_measure": 270620.0}, {"ord_0": "1", "percentile_measure": 269954.0}, {"ord_0": "2", "percentile_measure": 269731.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b394feaa31ffdf4e705cbee64a637208ae47681 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_eb5bd4f5601722a8 +-- problem_id: v2p_c14_e48925e4bdf25485 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_0" + ) AS "cnt" + FROM "c14" + WHERE "ord_0" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "ord_0", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..241873accc8eca6aa06f529621832429314e3c76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"ord_0\",\n CAST(\"id\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"ord_0\"\n ORDER BY CAST(\"id\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"ord_0\"\n ) AS \"cnt\"\n FROM \"c14\"\n WHERE \"ord_0\" IS NOT NULL\n AND \"id\" IS NOT NULL\n)\nSELECT\n \"ord_0\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"ord_0\\\",\\n CAST(\\\"id\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ORDER BY CAST(\\\"id\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"ord_0\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"ord_0\\\" IS NOT NULL\\n AND \\\"id\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"ord_0\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"ord_0\", \"percentile_measure\"], \"rows\": [{\"ord_0\": \"3\", \"percentile_measure\": 270620.0}, {\"ord_0\": \"1\", \"percentile_measure\": 269954.0}, {\"ord_0\": \"2\", \"percentile_measure\": 269731.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1196.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a870e632897a1452bf4b5fe555398361423fb04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:45:45.537236+00:00", + "ended_at": "2026-05-04T08:46:10.695568+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_eb5bd4f5601722a8", + "problem_id": "v2p_c14_e48925e4bdf25485", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=id.", + "bindings": { + "group_col": "ord_0", + "measure_col": "id", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 150351.84, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_eb5bd4f5601722a8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_eb5bd4f5601722a8", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 19840, + "output_tokens": 862, + "total_tokens": 24739, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 241, + "estimated_total_tokens": 4027, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23880.29, + "sql_execution_elapsed_ms_total": 1196.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_eb5bd4f5601722a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7cca5b17f7f9eb92ddccc714eeaed492e25cccb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb5bd4f5601722a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:46:09.489575+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23880.29, "started_at": "2026-05-04T08:45:45.589497+00:00", "ended_at": "2026-05-04T08:46:09.469716+00:00", "prompt_metrics": {"chars": 11861, "bytes_utf8": 11861, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 798, "bytes_utf8": 798, "lines": 1, "estimated_tokens": 241}, "usage": {"input_tokens": 23877, "cached_input_tokens": 19840, "output_tokens": 862}, "stderr_preview": "2026-05-04T08:45:45.878052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:45:48.179328Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_0", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3fbcaaecd792db94c89967c15446f32699f37b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-d081-7b52-aec9-5c0d8d38e447"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"bin_0\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23815,"cached_input_tokens":2432,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6494df899c79ab0844588a91c02651d235492e29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_0\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"bin_0\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d974207037be2d093a7f8c4419fa33b586cb182 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:11.701564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:14.322401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:21.562756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c39e85d4bdaf312acfba50dd2ae66bafb5996b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0. +Result preview: [{"bin_0": "0", "row_count": 261749}, {"bin_0": "1", "row_count": 38251}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e7e7a34c5ef192a21d35a701cdf2e880c1577d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_eb96ee4865dbf20a +-- problem_id: v2p_c14_a5377cd1121b4687 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de2a56d7fc402aaba8ae6a3b6658cb75600d7b28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_0\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_0\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_0\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_0\", \"row_count\"], \"rows\": [{\"bin_0\": \"0\", \"row_count\": 261749}, {\"bin_0\": \"1\", \"row_count\": 38251}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 105.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d5914991f744b9d84d87fc2c737934718aad1cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:08:11.497205+00:00", + "ended_at": "2026-05-04T08:08:22.881253+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_eb96ee4865dbf20a", + "problem_id": "v2p_c14_a5377cd1121b4687", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_eb96ee4865dbf20a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_eb96ee4865dbf20a", + "api_calls": 0, + "input_tokens": 23815, + "cached_input_tokens": 2432, + "output_tokens": 93, + "total_tokens": 23908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3724, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10973.48, + "sql_execution_elapsed_ms_total": 105.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_eb96ee4865dbf20a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08a00731f02dc0cc367ebc2fcedba5b365ade971 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_eb96ee4865dbf20a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:22.767105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10973.48, "started_at": "2026-05-04T08:08:11.525005+00:00", "ended_at": "2026-05-04T08:08:22.498515+00:00", "prompt_metrics": {"chars": 11603, "bytes_utf8": 11603, "lines": 394, "estimated_tokens": 3724}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23815, "cached_input_tokens": 2432, "output_tokens": 93}, "stderr_preview": "2026-05-04T08:08:11.701564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:14.322401Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dae692517f3b8a70eeb204dd7457c5be1c09e9f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_ebc2f4109709ce00\n-- problem_id: v2p_c14_8d7dea800d808c53\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_ebc2f4109709ce00\\n-- problem_id: v2p_c14_8d7dea800d808c53\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 1.4803314801216825}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 1.4783321868881951}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 1.4840264900662252}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 1.482747288859678}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 1.4714952442842795}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 1.4794976452119308}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 1.486052524152946}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 1.47848948374761}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 1.4770236087689714}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 1.480028129395218}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 1.480732517853355}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 1.4718900450380494}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 1.4802554716099385}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 1.4856360078277886}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 1.4795574040649768}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 1.4772552701203379}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 1.484384676634522}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 1.466238990975318}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 1.480565371024735}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 1.486808645899555}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 1.4731723131787973}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 1.4809801233721727}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 1.4776044287871162}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 1.4827972027972027}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 1.4843028624192058}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 1.5345911949685536}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 285.66}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..471446ad505fd08572523389f2f983562e07bd80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:24.644580+00:00", + "ended_at": "2026-05-04T09:00:24.934359+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ebc2f4109709ce00", + "problem_id": "v2p_c14_8d7dea800d808c53", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ebc2f4109709ce00.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebc2f4109709ce00/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ff722fe74fbab8fe1d18a5c68c1b1d97f003a19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ecbb29159f01b22a6764d71028ac11880105f69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ebdc4adf2f71cbc8", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 24082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12192.22, + "sql_execution_elapsed_ms_total": 490.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ebdc4adf2f71cbc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd15784f176e71594ffc06edc62b633a4512c9d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:25:49.574291+00:00", + "ended_at": "2026-05-04T08:26:01.766094+00:00", + "elapsed_ms": 12192.22, + "prompt_metrics": { + "chars": 11971, + "bytes_utf8": 11971, + "lines": 399, + "estimated_tokens": 3852 + }, + "stdout_metrics": { + "chars": 740, + "bytes_utf8": 740, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 407, + "bytes_utf8": 407, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b36edd2ff1ca24c95e3c433dbd82359a4fbddb4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_1, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1ee61e4cc934831a693183caf6bbe3cd8247bca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-f59f-7163-996c-0c04c9f8120d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=ord_1, and target_col=target in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52e4ad6508544a2bc1ca72bda54e2856043b8ac2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_1\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=ord_1, and target_col=target in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..958e0acc41f2525d9c0a0a216805fa256d2bf8e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:49.796748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:52.189315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:00.700069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec2e0df4ccfe9e2cc9f4248ba1c1a2baf9a139ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_1, target_col=target. +Result preview: [{"bin_3": "F", "ord_1": "Grandmaster", "target_rate": 0.4100519287833828}, {"bin_3": "T", "ord_1": "Grandmaster", "target_rate": 0.3980193528878137}, {"bin_3": "T", "ord_1": "Master", "target_rate": 0.35511323674215783}, {"bin_3": "F", "ord_1": "Master", "target_rate": 0.35504156125767977}, {"bin_3": "F", "ord_1": "Expert", "target_rate": 0.3182601559294214}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d10b6c7b6bf1e35044f640aa9d9e1894cc64e824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ebdc4adf2f71cbc8 +-- problem_id: v2p_c14_5ddef6dac3f351db +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_1" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f331dc82eeb75d26ce374f850c68cab58ac33721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_1\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_1\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_1\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_1\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"ord_1\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"ord_1\": \"Grandmaster\", \"target_rate\": 0.4100519287833828}, {\"bin_3\": \"T\", \"ord_1\": \"Grandmaster\", \"target_rate\": 0.3980193528878137}, {\"bin_3\": \"T\", \"ord_1\": \"Master\", \"target_rate\": 0.35511323674215783}, {\"bin_3\": \"F\", \"ord_1\": \"Master\", \"target_rate\": 0.35504156125767977}, {\"bin_3\": \"F\", \"ord_1\": \"Expert\", \"target_rate\": 0.3182601559294214}, {\"bin_3\": \"T\", \"ord_1\": \"Expert\", \"target_rate\": 0.31614906832298134}, {\"bin_3\": \"F\", \"ord_1\": \"Contributor\", \"target_rate\": 0.28123949075186166}, {\"bin_3\": \"T\", \"ord_1\": \"Contributor\", \"target_rate\": 0.2759793253536453}, {\"bin_3\": \"F\", \"ord_1\": \"Novice\", \"target_rate\": 0.24549978993633456}, {\"bin_3\": \"T\", \"ord_1\": \"Novice\", \"target_rate\": 0.23875913875450175}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 490.93}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f73805129eee048436e8488eea93e92358837e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:25:49.516428+00:00", + "ended_at": "2026-05-04T08:26:02.282672+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ebdc4adf2f71cbc8", + "problem_id": "v2p_c14_5ddef6dac3f351db", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_1, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_1", + "target_col": "target", + "target_value": "1", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ebdc4adf2f71cbc8.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ebdc4adf2f71cbc8", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 24082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12192.22, + "sql_execution_elapsed_ms_total": 490.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ebdc4adf2f71cbc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9120bd8346e9e4a8372ada18451f5baa64d35224 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ebdc4adf2f71cbc8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:01.784277+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12192.22, "started_at": "2026-05-04T08:25:49.574291+00:00", "ended_at": "2026-05-04T08:26:01.766094+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23943, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:25:49.796748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:52.189315Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5495d97d2453396627029bb52d8198fb02cd88ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df219-0617-7923-8670-47f9b8376df2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=ord_3, target_col=target, target_value='1'. SQLite-compatible and single-table only.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..025d984791c055bdf37ad910223ec6a58a475568 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_3\"\nORDER BY \"target_rate\" DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=bin_3, group_col_2=ord_3, target_col=target, target_value='1'. SQLite-compatible and single-table only."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..90ad9f66c430e959ed566822751bd85d5921abc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:59.536285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:27:01.930433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:27:10.776061Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..749eabf8b3811a5520f055c3856023c45d9597c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_3, target_col=target. +Result preview: [{"bin_3": "F", "ord_3": "o", "target_rate": 0.445219306294733}, {"bin_3": "T", "ord_3": "o", "target_rate": 0.4229262476579799}, {"bin_3": "T", "ord_3": "n", "target_rate": 0.40364711680630855}, {"bin_3": "F", "ord_3": "n", "target_rate": 0.3959697732997481}, {"bin_3": "F", "ord_3": "l", "target_rate": 0.38245554805311727}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2f47927e16c6cd8b5a735a0b4b2a348537ace19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ec18b1c9d0159541 +-- problem_id: v2p_c14_54ebafa8c2c2fa7f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_3", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddc79c979414818cbe549a5d5e4c956f71a5d804 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"ord_3\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"ord_3\": \"o\", \"target_rate\": 0.445219306294733}, {\"bin_3\": \"T\", \"ord_3\": \"o\", \"target_rate\": 0.4229262476579799}, {\"bin_3\": \"T\", \"ord_3\": \"n\", \"target_rate\": 0.40364711680630855}, {\"bin_3\": \"F\", \"ord_3\": \"n\", \"target_rate\": 0.3959697732997481}, {\"bin_3\": \"F\", \"ord_3\": \"l\", \"target_rate\": 0.38245554805311727}, {\"bin_3\": \"F\", \"ord_3\": \"m\", \"target_rate\": 0.38}, {\"bin_3\": \"T\", \"ord_3\": \"l\", \"target_rate\": 0.37619877942458585}, {\"bin_3\": \"F\", \"ord_3\": \"k\", \"target_rate\": 0.3680074301636065}, {\"bin_3\": \"T\", \"ord_3\": \"k\", \"target_rate\": 0.3625359048009848}, {\"bin_3\": \"T\", \"ord_3\": \"m\", \"target_rate\": 0.3595505617977528}, {\"bin_3\": \"F\", \"ord_3\": \"j\", \"target_rate\": 0.3458030738051005}, {\"bin_3\": \"T\", \"ord_3\": \"j\", \"target_rate\": 0.3393986723935963}, {\"bin_3\": \"T\", \"ord_3\": \"i\", \"target_rate\": 0.33184855233853006}, {\"bin_3\": \"F\", \"ord_3\": \"i\", \"target_rate\": 0.3283625730994152}, {\"bin_3\": \"F\", \"ord_3\": \"h\", \"target_rate\": 0.313832010029252}, {\"bin_3\": \"T\", \"ord_3\": \"h\", \"target_rate\": 0.300587084148728}, {\"bin_3\": \"F\", \"ord_3\": \"g\", \"target_rate\": 0.2961387800783436}, {\"bin_3\": \"T\", \"ord_3\": \"g\", \"target_rate\": 0.28346371729161046}, {\"bin_3\": \"F\", \"ord_3\": \"f\", \"target_rate\": 0.2767537826685007}, {\"bin_3\": \"T\", \"ord_3\": \"f\", \"target_rate\": 0.2733687603449778}, {\"bin_3\": \"F\", \"ord_3\": \"e\", \"target_rate\": 0.26306670516892866}, {\"bin_3\": \"T\", \"ord_3\": \"e\", \"target_rate\": 0.2562602814841894}, {\"bin_3\": \"F\", \"ord_3\": \"d\", \"target_rate\": 0.2449553001277139}, {\"bin_3\": \"T\", \"ord_3\": \"d\", \"target_rate\": 0.23790423665078966}, {\"bin_3\": \"F\", \"ord_3\": \"c\", \"target_rate\": 0.23737226277372261}, {\"bin_3\": \"F\", \"ord_3\": \"b\", \"target_rate\": 0.23050673946425523}, {\"bin_3\": \"T\", \"ord_3\": \"c\", \"target_rate\": 0.22875816993464052}, {\"bin_3\": \"T\", \"ord_3\": \"b\", \"target_rate\": 0.21073492981007433}, {\"bin_3\": \"F\", \"ord_3\": \"a\", \"target_rate\": 0.20793742757821554}, {\"bin_3\": \"T\", \"ord_3\": \"a\", \"target_rate\": 0.20531749555950266}], \"row_count_returned\": 30, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 498.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd45340f43f9ed5113bb004af5af9962cb484f61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:26:59.283399+00:00", + "ended_at": "2026-05-04T08:27:12.184567+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ec18b1c9d0159541", + "problem_id": "v2p_c14_54ebafa8c2c2fa7f", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_3, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ec18b1c9d0159541.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ec18b1c9d0159541", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 24091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 131, + "estimated_total_tokens": 3984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12304.07, + "sql_execution_elapsed_ms_total": 498.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ec18b1c9d0159541\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e871d5df64d979127a6ff5cdf607c81f1469ff3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ec18b1c9d0159541/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:27:11.675330+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12304.07, "started_at": "2026-05-04T08:26:59.349751+00:00", "ended_at": "2026-05-04T08:27:11.653709+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T08:26:59.536285Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:27:01.930433Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_2, target_col=target.", + "planned_template_id": "tpl_tail_target_rate_extremes_v2", + "bindings": { + "group_col": "bin_2", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef83d6a6e704eadb8450956e460e95db72a6a375 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df22e-a521-7a51-9737-e17d08d042f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_2\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23952,"cached_input_tokens":22912,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a32b8e63700d8501517fdd892922445e24564ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;","notes":"Used the provided Tail Target-Rate Extremes template with group_col=\"bin_2\", target_col=\"target\", target_value='0', min_support=5, and top_k=10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3244277ecae749f11b97de769b8279ca559f6f2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:50:36.527778Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:50:38.884458Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:50:49.183955Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6c252a676548b0b3457f6eaa431a910e4add08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_2, target_col=target. +Result preview: [{"bin_2": "0", "support": 185033, "focus_rate": 0.6984591937654364}, {"bin_2": "1", "support": 114967, "focus_rate": 0.6871363086798821}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5efa1858ff5a043605918822761c3eeaf07a8df5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_ed11df3104191a1e +-- problem_id: v2p_c14_0e0bba132b8eddfc +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS "support", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c14" +GROUP BY "bin_2" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82d722e3b802115332cf98906df203de2e9d97d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_target_rate_extremes_v2\nSELECT\n \"bin_2\",\n COUNT(*) AS \"support\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS \"focus_rate\"\nFROM \"c14\"\nGROUP BY \"bin_2\"\nHAVING COUNT(*) >= 5\nORDER BY \"focus_rate\" DESC, \"support\" ASC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_target_rate_extremes_v2\\nSELECT\\n \\\"bin_2\\\",\\n COUNT(*) AS \\\"support\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS \\\"focus_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nHAVING COUNT(*) >= 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\", \"columns\": [\"bin_2\", \"support\", \"focus_rate\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 185033, \"focus_rate\": 0.6984591937654364}, {\"bin_2\": \"1\", \"support\": 114967, \"focus_rate\": 0.6871363086798821}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 239.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..00c2c3a19f9d19bd46eac2047c42e79e294c94a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/run_manifest.json @@ -0,0 +1,90 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:50:36.223502+00:00", + "ended_at": "2026-05-04T08:50:50.061062+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ed11df3104191a1e", + "problem_id": "v2p_c14_0e0bba132b8eddfc", + "dataset_id": "c14", + "template_id": "tpl_tail_target_rate_extremes_v2", + "template_name": "Tail Target-Rate Extremes", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Tail Target-Rate Extremes to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=bin_2, target_col=target.", + "bindings": { + "group_col": "bin_2", + "target_col": "target", + "target_value": "0", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n COUNT(*) AS support,\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS focus_rate\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY focus_rate DESC, support ASC\nLIMIT {top_k};", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ed11df3104191a1e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ed11df3104191a1e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 183, + "total_tokens": 24135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13520.01, + "sql_execution_elapsed_ms_total": 239.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ed11df3104191a1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a953cb72a83fe6008af80d7f132e65c43c5011d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:50:49.813542+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13520.01, "started_at": "2026-05-04T08:50:36.274634+00:00", "ended_at": "2026-05-04T08:50:49.792591+00:00", "prompt_metrics": {"chars": 12021, "bytes_utf8": 12021, "lines": 397, "estimated_tokens": 3863}, "response_metrics": {"chars": 458, "bytes_utf8": 458, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 23952, "cached_input_tokens": 22912, "output_tokens": 183}, "stderr_preview": "2026-05-04T08:50:36.527778Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:50:38.884458Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\nORDER BY \\\"focus_rate\\\" DESC, \\\"support\\\" ASC\\nLIMIT 10;\",\"notes\":\"Used the provided Tail Target-Rate Extremes template with group_col=\\\"bin_2\\\", target_col=\\\"target\\\", target_value='0', min_support=5, and top_k=10.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..46b04daa502541be736ec90e752db76c35f0a0db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ed11df3104191a1e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ed11df3104191a1e", + "api_calls": 0, + "input_tokens": 23952, + "cached_input_tokens": 22912, + "output_tokens": 183, + "total_tokens": 24135, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3863, + "estimated_output_tokens": 142, + "estimated_total_tokens": 4005, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13520.01, + "sql_execution_elapsed_ms_total": 239.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ed11df3104191a1e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff51b6300914acac5acee4738753c1a4856979a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"nom_8": "c720f85ca", "support": 299, "avg_response": 1.4214046822742474}, {"nom_8": "9ff6898e5", "support": 294, "avg_response": 1.4387755102040816}, {"nom_8": "3cec7c3f5", "support": 292, "avg_response": 1.3869863013698631}, {"nom_8": "d69adef8b", "support": 288, "avg_response": 1.4479166666666667}, {"nom_8": "fdcd0dada", "support": 287, "avg_response": 1.4878048780487805}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae36ce4fc3a34dcabac8ae22913fa5684ffc7f05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ee038e1f80efae48 +-- problem_id: v2p_c14_73ec974f929d50ac +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a2f30b1f3a4f3630aa973d2f89eaa95aa9acdfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_ee038e1f80efae48\n-- problem_id: v2p_c14_73ec974f929d50ac\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"ord_0\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_ee038e1f80efae48\\n-- problem_id: v2p_c14_73ec974f929d50ac\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"ord_0\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 1.4214046822742474}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 1.4387755102040816}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 1.3869863013698631}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 1.4479166666666667}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 1.4878048780487805}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 1.4634146341463414}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 1.4181184668989546}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 1.493006993006993}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 1.486013986013986}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 1.4545454545454546}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 1.5052631578947369}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 1.4771929824561403}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 1.4771929824561403}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 1.4736842105263157}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 1.4295774647887325}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 1.5795053003533568}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 1.50354609929078}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 1.49645390070922}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 1.5266903914590748}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 1.480427046263345}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 1.582142857142857}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 1.5535714285714286}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 1.4928571428571429}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 1.4659498207885304}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 1.4623655913978495}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 1.5071942446043165}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 1.4964028776978417}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 1.474820143884892}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 1.4532374100719425}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 1.39568345323741}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 1.55956678700361}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 1.4873646209386282}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 1.447653429602888}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 1.5036231884057971}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 1.4710144927536233}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 1.4275362318840579}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 1.5127272727272727}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 1.4872727272727273}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 1.4654545454545456}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 1.5364963503649636}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 1.4927007299270072}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 1.4708029197080292}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 1.397810218978102}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 1.47985347985348}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 1.4725274725274726}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 1.4322344322344323}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 1.4285714285714286}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 1.5313653136531364}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 1.5202952029520296}, {\"nom_8\": \"1484cacf0\", \"support\": 270, \"avg_response\": 1.5555555555555556}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 340.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fa235ffa648fe244610b0d1421a2446de5e57e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:21.691953+00:00", + "ended_at": "2026-05-04T09:00:22.038119+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ee038e1f80efae48", + "problem_id": "v2p_c14_73ec974f929d50ac", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=ord_0, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "ord_0", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ee038e1f80efae48.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee038e1f80efae48/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..630992a574fec9ad2401504e1d6058736919cf8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11954, "bytes_utf8": 11954, "lines": 399, "estimated_tokens": 3820}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23911, "cached_input_tokens": 23424, "output_tokens": 141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ee49f8a6928d7c3e9886d6f63189c5b8e1ebfd70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ee092882d12fecef", + "api_calls": 0, + "input_tokens": 23911, + "cached_input_tokens": 23424, + "output_tokens": 141, + "total_tokens": 24052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3820, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14939.17, + "sql_execution_elapsed_ms_total": 335.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ee092882d12fecef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b010803ba36aa078890c9218a586de4f45e321dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:29:38.503502+00:00", + "ended_at": "2026-05-04T08:29:53.439032+00:00", + "elapsed_ms": 14939.17, + "prompt_metrics": { + "chars": 11954, + "bytes_utf8": 11954, + "lines": 399, + "estimated_tokens": 3820 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 23911, + "cached_input_tokens": 23424, + "output_tokens": 141 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e81e7091bd1de156b7cf798bcc7b2a71bd9a63ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,399 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=nom_1.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "ord_2", + "condition_col": "nom_1", + "condition_value": "Trapezoid", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9ee17f7bfecaa8453d015fa63a1603adadc2456 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21b-73da-7843-aed1-1b9565190114"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"nom_1\\\" = 'Trapezoid' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"ord_2\\\" and condition_col=\\\"nom_1\\\", measuring the within-group proportion of rows where \\\"nom_1\\\" equals 'Trapezoid'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23911,"cached_input_tokens":23424,"output_tokens":141}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f16788f32cabca1aa2214d7c27049c4c22f004a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"nom_1\" = 'Trapezoid' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"ord_2\" and condition_col=\"nom_1\", measuring the within-group proportion of rows where \"nom_1\" equals 'Trapezoid'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d82b8b98b3a0e2c820b7bdbd180a62e268437e4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:29:38.731741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:29:41.122075Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:29:52.469367Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b149c3764cd9c0b5cc94b367b2e3538b2a02ce5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=nom_1. +Result preview: [{"ord_2": "Hot", "condition_rate": 0.34102667926395824}, {"ord_2": "Warm", "condition_rate": 0.3390658390149588}, {"ord_2": "Lava Hot", "condition_rate": 0.3378763222131814}, {"ord_2": "Boiling Hot", "condition_rate": 0.33763834595147374}, {"ord_2": "Freezing", "condition_rate": 0.33698004327963454}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6394cf2fcd0bcc7063a9545fbaa42ae48d98252a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_ee092882d12fecef +-- problem_id: v2p_c14_82a7fff99d758765 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "nom_1" = 'Trapezoid' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b4c412cdd84c8c7067100f1597ecd00e1ddd3e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"ord_2\",\n AVG(CASE WHEN \"nom_1\" = 'Trapezoid' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"ord_2\\\",\\n AVG(CASE WHEN \\\"nom_1\\\" = 'Trapezoid' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"ord_2\", \"condition_rate\"], \"rows\": [{\"ord_2\": \"Hot\", \"condition_rate\": 0.34102667926395824}, {\"ord_2\": \"Warm\", \"condition_rate\": 0.3390658390149588}, {\"ord_2\": \"Lava Hot\", \"condition_rate\": 0.3378763222131814}, {\"ord_2\": \"Boiling Hot\", \"condition_rate\": 0.33763834595147374}, {\"ord_2\": \"Freezing\", \"condition_rate\": 0.33698004327963454}, {\"ord_2\": \"Cold\", \"condition_rate\": 0.3328002842928216}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 335.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..68e10086feeea1ce0f159e68ff0d6407439a338e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:29:38.439367+00:00", + "ended_at": "2026-05-04T08:29:53.807961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_ee092882d12fecef", + "problem_id": "v2p_c14_82a7fff99d758765", + "dataset_id": "c14", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=ord_2, condition_col=nom_1.", + "bindings": { + "group_col": "ord_2", + "condition_col": "nom_1", + "condition_value": "Trapezoid", + "positive_value": "Trapezoid", + "negative_value": "Polygon", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_ee092882d12fecef.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_ee092882d12fecef", + "api_calls": 0, + "input_tokens": 23911, + "cached_input_tokens": 23424, + "output_tokens": 141, + "total_tokens": 24052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3820, + "estimated_output_tokens": 119, + "estimated_total_tokens": 3939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14939.17, + "sql_execution_elapsed_ms_total": 335.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_ee092882d12fecef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e177aa6084740df3e954f6f020cf7c7002c1263 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_ee092882d12fecef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:29:53.462966+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14939.17, "started_at": "2026-05-04T08:29:38.503502+00:00", "ended_at": "2026-05-04T08:29:53.439032+00:00", "prompt_metrics": {"chars": 11954, "bytes_utf8": 11954, "lines": 399, "estimated_tokens": 3820}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 23911, "cached_input_tokens": 23424, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:29:38.731741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:29:41.122075Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34b840871e838597a3c5b3d7364a4e7e9deac1f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-cc2d-7140-820f-ff65d3c5d53d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the required Grouped Summary Top-k template with bound roles group_col=\\\"bin_2\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=18. Cast \\\"day\\\" to REAL because the schema snapshot shows it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2334a7e99850c75746a5dc5e2b3ba973efc168b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the required Grouped Summary Top-k template with bound roles group_col=\"bin_2\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=18. Cast \"day\" to REAL because the schema snapshot shows it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5217fcb6a25268737771145d071afd153cd443db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:05.965960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:08.389890Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:16.205401Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5aa1fc47e75e199cd663d6b3e9cd12d995f155c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=day. +Result preview: [{"bin_2": "0", "support": 185033, "avg_measure": 3.007366253587198, "distinct_entities": 26}, {"bin_2": "1", "support": 114967, "avg_measure": 3.0085415814972993, "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b57d5a69b45e5a31cc7ca3a73c23b8a8224533b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f0012262395e0cad +-- problem_id: v2p_c14_c084cf957fbae6ee +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55f5793c53d695f91425bd39538dd9faa4172271 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_2\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_2\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_2\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_2\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"bin_2\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_2\": \"0\", \"support\": 185033, \"avg_measure\": 3.007366253587198, \"distinct_entities\": 26}, {\"bin_2\": \"1\", \"support\": 114967, \"avg_measure\": 3.0085415814972993, \"distinct_entities\": 26}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 314.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9943a3f58df5706523e74ae218becc12744d83f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:19:05.707644+00:00", + "ended_at": "2026-05-04T08:19:17.647674+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f0012262395e0cad", + "problem_id": "v2p_c14_c084cf957fbae6ee", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=bin_2, measure_col=day.", + "bindings": { + "group_col": "bin_2", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f0012262395e0cad.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f0012262395e0cad", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 153, + "total_tokens": 24067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 137, + "estimated_total_tokens": 3962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11530.65, + "sql_execution_elapsed_ms_total": 314.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f0012262395e0cad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0953d53c182de078fc6a30c932dcff3412b70325 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0012262395e0cad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:17.318067+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11530.65, "started_at": "2026-05-04T08:19:05.768097+00:00", "ended_at": "2026-05-04T08:19:17.299084+00:00", "prompt_metrics": {"chars": 11969, "bytes_utf8": 11969, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 502, "bytes_utf8": 502, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 153}, "stderr_preview": "2026-05-04T08:19:05.965960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:08.389890Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "ord_4", + "predicate_col": "nom_8", + "predicate_op": "=", + "predicate_value": "fd0041a98", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..61bfc88d9bf8786476e90d35b8b0a8401646684a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-0056-73d0-86ab-e1439e17029c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_8\\\" = 'fd0041a98'\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\\\"ord_4\\\", predicate_col=\\\"nom_8\\\", predicate_op=\\\"=\\\", predicate_value='fd0041a98', top_k=14.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23890,"cached_input_tokens":23424,"output_tokens":133}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e975794319a9feb51ee807aa7e06056781b4be23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_8\" = 'fd0041a98'\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the provided Filtered Top-k Group Count template with fixed bindings: group_col=\"ord_4\", predicate_col=\"nom_8\", predicate_op=\"=\", predicate_value='fd0041a98', top_k=14."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eca456c50ddd8314029184f6cfd23f0e9f80564d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:35.026554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:37.308958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:46.756366Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa21522b38f3083c30349fbb8497f33c3556166 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4. +Result preview: [{"ord_4": "R", "support": 13}, {"ord_4": "A", "support": 13}, {"ord_4": "Z", "support": 11}, {"ord_4": "S", "support": 11}, {"ord_4": "Q", "support": 10}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9dae3595dc52ba760f5a87127fefa128800fc20f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_f04f45855a2c1a33 +-- problem_id: v2p_c14_630ded0244ddc09a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE "nom_8" = 'fd0041a98' +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcd9a8b65861f4952f8a368184c3257b0d8b02d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"ord_4\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"nom_8\" = 'fd0041a98'\nGROUP BY \"ord_4\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"ord_4\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"nom_8\\\" = 'fd0041a98'\\nGROUP BY \\\"ord_4\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"ord_4\", \"support\"], \"rows\": [{\"ord_4\": \"R\", \"support\": 13}, {\"ord_4\": \"A\", \"support\": 13}, {\"ord_4\": \"Z\", \"support\": 11}, {\"ord_4\": \"S\", \"support\": 11}, {\"ord_4\": \"Q\", \"support\": 10}, {\"ord_4\": \"L\", \"support\": 9}, {\"ord_4\": \"K\", \"support\": 9}, {\"ord_4\": \"G\", \"support\": 9}, {\"ord_4\": \"T\", \"support\": 8}, {\"ord_4\": \"I\", \"support\": 7}, {\"ord_4\": \"V\", \"support\": 6}, {\"ord_4\": \"F\", \"support\": 6}, {\"ord_4\": \"E\", \"support\": 6}, {\"ord_4\": \"U\", \"support\": 5}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 108.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb0fc004516b4924c703ee3375908623c559cb59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:10:34.783991+00:00", + "ended_at": "2026-05-04T08:10:47.736314+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f04f45855a2c1a33", + "problem_id": "v2p_c14_630ded0244ddc09a", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=ord_4.", + "bindings": { + "group_col": "ord_4", + "predicate_col": "nom_8", + "predicate_op": "=", + "predicate_value": "fd0041a98", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f04f45855a2c1a33.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f04f45855a2c1a33", + "api_calls": 0, + "input_tokens": 23890, + "cached_input_tokens": 23424, + "output_tokens": 133, + "total_tokens": 24023, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3801, + "estimated_output_tokens": 116, + "estimated_total_tokens": 3917, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12754.73, + "sql_execution_elapsed_ms_total": 108.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f04f45855a2c1a33\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8160751b60009cd91cf20a333a616291f6d99d63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f04f45855a2c1a33/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:10:47.618462+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12754.73, "started_at": "2026-05-04T08:10:34.844841+00:00", "ended_at": "2026-05-04T08:10:47.599696+00:00", "prompt_metrics": {"chars": 11876, "bytes_utf8": 11876, "lines": 398, "estimated_tokens": 3801}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 23890, "cached_input_tokens": 23424, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:10:35.026554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:37.308958Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=bin_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..624dedbe6af5f04d5ce20f09afe4fed80b4c9c53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df215-67c2-7180-bcd8-905d99560a74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"bin_4\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=bin_4, target_col=target, and target_value='0'. Query is SQLite-compatible, single-table, and uses only provided columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":19840,"output_tokens":150}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1bd4f6057cb9b5931b7ff315920208a859d8efd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"bin_4\"\nORDER BY target_rate DESC;","notes":"Used the provided Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=bin_4, target_col=target, and target_value='0'. Query is SQLite-compatible, single-table, and uses only provided columns."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe445ecab16df00a302a91e2b11815b2ac1aca30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:23:02.404839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:23:04.753692Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:23:12.590479Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64bbb3d14293c8753ea99e754fbf21f1260a47c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=bin_4, target_col=target. +Result preview: [{"bin_3": "T", "bin_4": "Y", "target_rate": 0.7129903510740295}, {"bin_3": "F", "bin_4": "Y", "target_rate": 0.7066491436142364}, {"bin_3": "T", "bin_4": "N", "target_rate": 0.6700304542915323}, {"bin_3": "F", "bin_4": "N", "target_rate": 0.6622347467564398}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e16f2d4a626a67b7e5833830fef38707e36c173b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_f095edfae36cc92e +-- problem_id: v2p_c14_74d1cab08599e311 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "bin_4", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "bin_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e81f24a01b9b0c4fdddc5908a36bff2d27c79c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"bin_4\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"bin_4\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"bin_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"bin_4\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"bin_4\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"bin_4\": \"Y\", \"target_rate\": 0.7129903510740295}, {\"bin_3\": \"F\", \"bin_4\": \"Y\", \"target_rate\": 0.7066491436142364}, {\"bin_3\": \"T\", \"bin_4\": \"N\", \"target_rate\": 0.6700304542915323}, {\"bin_3\": \"F\", \"bin_4\": \"N\", \"target_rate\": 0.6622347467564398}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 395.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0f88a01a3deeb6339dfe6aa51ab7ea64b6c5030d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:23:02.125826+00:00", + "ended_at": "2026-05-04T08:23:13.676615+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f095edfae36cc92e", + "problem_id": "v2p_c14_74d1cab08599e311", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=bin_4, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "bin_4", + "target_col": "target", + "target_value": "0", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f095edfae36cc92e.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f095edfae36cc92e", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 24094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 134, + "estimated_total_tokens": 3987, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11065.07, + "sql_execution_elapsed_ms_total": 395.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f095edfae36cc92e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6820b4d1232ebeb32674599584823f57b1b6bf7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f095edfae36cc92e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:23:13.274054+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11065.07, "started_at": "2026-05-04T08:23:02.188882+00:00", "ended_at": "2026-05-04T08:23:13.255844+00:00", "prompt_metrics": {"chars": 11987, "bytes_utf8": 11987, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 23944, "cached_input_tokens": 19840, "output_tokens": 150}, "stderr_preview": "2026-05-04T08:23:02.404839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:23:04.753692Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, measure_col=ord_0.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf1b3eca251a7c20cc8e409fa9034dedfafea5ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21d-6027-7470-9a31-9f460c889b0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_1\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"bin_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC\\nLIMIT 18;\",\"notes\":\"Applied the Within-Group Share of Total template with group_col=\\\"bin_1\\\", item_col=\\\"nom_6\\\", and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL for SQLite aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23963,"cached_input_tokens":22912,"output_tokens":322}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a03e46ef4b75e991abe897f40e02519194ffa789 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_1\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"bin_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_6\"\nORDER BY share_within_group DESC\nLIMIT 18;","notes":"Applied the Within-Group Share of Total template with group_col=\"bin_1\", item_col=\"nom_6\", and measure_col=\"ord_0\". Cast \"ord_0\" to REAL for SQLite aggregation because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..518e6ffa4c14b7117e38d8c35e30c7a528780adf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:31:44.732648Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:31:47.130792Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:31:58.391679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2ab26eb0972d50003f89896f807d7b655c7dfba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, measure_col=ord_0. +Result preview: [{"bin_1": "1", "nom_6": "20636817e", "total_measure": 496.0, "share_within_group": 0.4355347154535795}, {"bin_1": "1", "nom_6": "3e44d44eb", "total_measure": 475.0, "share_within_group": 0.417094737581553}, {"bin_1": "0", "nom_6": "d173ac7ca", "total_measure": 1357.0, "share_within_group": 0.4112283211156803}, {"bin_1": "1", "nom_6": "705cb7579", "total_measure": 466.0, "share_within_group": 0.40919188992211303}, {"bin_1": "1", "nom_6": "3ac1b8814", "total_measure": 465.0, "share_within_group": 0.40831379573773086}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1ada8f749f85c9f6622106982f35130ef885f3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/generated_sql.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_f0ee96dd11877d91 +-- problem_id: v2p_c14_5a322045278b575f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_6", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "bin_1") AS share_within_group +FROM "c14" +GROUP BY "bin_1", "nom_6" +ORDER BY share_within_group DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4658706d4e349e159c3480e5e313f28523bc886c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"bin_1\", \"nom_6\",\n SUM(CAST(\"ord_0\" AS REAL)) AS total_measure,\n SUM(CAST(\"ord_0\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ord_0\" AS REAL))) OVER (PARTITION BY \"bin_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"bin_1\", \"nom_6\"\nORDER BY share_within_group DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"bin_1\\\", \\\"nom_6\\\",\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ord_0\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ord_0\\\" AS REAL))) OVER (PARTITION BY \\\"bin_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\", \\\"nom_6\\\"\\nORDER BY share_within_group DESC\\nLIMIT 18;\", \"columns\": [\"bin_1\", \"nom_6\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"bin_1\": \"1\", \"nom_6\": \"20636817e\", \"total_measure\": 496.0, \"share_within_group\": 0.4355347154535795}, {\"bin_1\": \"1\", \"nom_6\": \"3e44d44eb\", \"total_measure\": 475.0, \"share_within_group\": 0.417094737581553}, {\"bin_1\": \"0\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 1357.0, \"share_within_group\": 0.4112283211156803}, {\"bin_1\": \"1\", \"nom_6\": \"705cb7579\", \"total_measure\": 466.0, \"share_within_group\": 0.40919188992211303}, {\"bin_1\": \"1\", \"nom_6\": \"3ac1b8814\", \"total_measure\": 465.0, \"share_within_group\": 0.40831379573773086}, {\"bin_1\": \"1\", \"nom_6\": \"d173ac7ca\", \"total_measure\": 465.0, \"share_within_group\": 0.40831379573773086}, {\"bin_1\": \"1\", \"nom_6\": \"718fd9453\", \"total_measure\": 464.0, \"share_within_group\": 0.40743570155334863}, {\"bin_1\": \"1\", \"nom_6\": \"a406a5f12\", \"total_measure\": 464.0, \"share_within_group\": 0.40743570155334863}, {\"bin_1\": \"0\", \"nom_6\": \"2ed5a94b0\", \"total_measure\": 1342.0, \"share_within_group\": 0.4066826874998106}, {\"bin_1\": \"1\", \"nom_6\": \"bc82e0ba0\", \"total_measure\": 462.0, \"share_within_group\": 0.4056795131845842}, {\"bin_1\": \"1\", \"nom_6\": \"1fe17a1fd\", \"total_measure\": 461.0, \"share_within_group\": 0.40480141900020195}, {\"bin_1\": \"1\", \"nom_6\": \"50d7ad46a\", \"total_measure\": 460.0, \"share_within_group\": 0.4039233248158197}, {\"bin_1\": \"1\", \"nom_6\": \"0922e3cb8\", \"total_measure\": 459.0, \"share_within_group\": 0.40304523063143755}, {\"bin_1\": \"1\", \"nom_6\": \"d213f48ed\", \"total_measure\": 456.0, \"share_within_group\": 0.40041094807829086}, {\"bin_1\": \"0\", \"nom_6\": \"d4d727716\", \"total_measure\": 1313.0, \"share_within_group\": 0.39789446250912913}, {\"bin_1\": \"0\", \"nom_6\": \"71c68195d\", \"total_measure\": 1311.0, \"share_within_group\": 0.39728837802701317}, {\"bin_1\": \"1\", \"nom_6\": \"788ba7aea\", \"total_measure\": 452.0, \"share_within_group\": 0.396898571340762}, {\"bin_1\": \"1\", \"nom_6\": \"bc31d6a6d\", \"total_measure\": 452.0, \"share_within_group\": 0.396898571340762}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 560.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a9644cc5856b24b8b6f49355440a4f08f0eee399 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:31:44.415942+00:00", + "ended_at": "2026-05-04T08:31:59.773748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f0ee96dd11877d91", + "problem_id": "v2p_c14_5a322045278b575f", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_1, measure_col=ord_0.", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "item_col": "nom_6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f0ee96dd11877d91.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f0ee96dd11877d91", + "api_calls": 0, + "input_tokens": 23963, + "cached_input_tokens": 22912, + "output_tokens": 322, + "total_tokens": 24285, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3872, + "estimated_output_tokens": 179, + "estimated_total_tokens": 4051, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14666.93, + "sql_execution_elapsed_ms_total": 560.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f0ee96dd11877d91\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..654d220bc3627d1bc6b677e22ad612fb82d156f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f0ee96dd11877d91/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:31:59.202375+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14666.93, "started_at": "2026-05-04T08:31:44.512635+00:00", "ended_at": "2026-05-04T08:31:59.179954+00:00", "prompt_metrics": {"chars": 12092, "bytes_utf8": 12092, "lines": 398, "estimated_tokens": 3872}, "response_metrics": {"chars": 578, "bytes_utf8": 578, "lines": 1, "estimated_tokens": 179}, "usage": {"input_tokens": 23963, "cached_input_tokens": 22912, "output_tokens": 322}, "stderr_preview": "2026-05-04T08:31:44.732648Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:31:47.130792Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..808bf4bd027ac303ec5d01fd8f27db956851518e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-a703-73b1-8c81-1d8972d16e47"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the requested template with group_col=\\\"nom_4\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=15. Cast \\\"ord_0\\\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":23424,"output_tokens":179}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa06b87e874c8dbe7287163021ce24073e48e9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_4\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the requested template with group_col=\"nom_4\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=15. Cast \"ord_0\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..358a8bd51da6c6fb946aa8bf3a17f535b040db2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:13.047862Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:15.470943Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:23.880311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff066fefabe933a58a628cc1eeacb15b7a99c843 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=ord_0. +Result preview: [{"nom_4": "Oboe", "support": 92293, "avg_measure": 1.4803072822424237, "distinct_entities": 11406}, {"nom_4": "Piano", "support": 84517, "avg_measure": 1.4768271472011547, "distinct_entities": 11331}, {"nom_4": "Bassoon", "support": 68448, "avg_measure": 1.4837687003272557, "distinct_entities": 11169}, {"nom_4": "Theremin", "support": 54742, "avg_measure": 1.4772934858061453, "distinct_entities": 10869}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec877b01089a1018b5891ed0b210dab9c3df5e80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f1f63d7de62bd1ce +-- problem_id: v2p_c14_f1b3f5d0b05a2965 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e6d7a0059d9bbe455f947b0105fd9188c5cbccb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"nom_4\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"nom_4\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"nom_4\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"nom_4\": \"Oboe\", \"support\": 92293, \"avg_measure\": 1.4803072822424237, \"distinct_entities\": 11406}, {\"nom_4\": \"Piano\", \"support\": 84517, \"avg_measure\": 1.4768271472011547, \"distinct_entities\": 11331}, {\"nom_4\": \"Bassoon\", \"support\": 68448, \"avg_measure\": 1.4837687003272557, \"distinct_entities\": 11169}, {\"nom_4\": \"Theremin\", \"support\": 54742, \"avg_measure\": 1.4772934858061453, \"distinct_entities\": 10869}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 516.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..416ae41f15d87a003ec5650f071eea90915c6b33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:22:12.783717+00:00", + "ended_at": "2026-05-04T08:22:25.646591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f1f63d7de62bd1ce", + "problem_id": "v2p_c14_f1b3f5d0b05a2965", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=ord_0.", + "bindings": { + "group_col": "nom_4", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f1f63d7de62bd1ce.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f1f63d7de62bd1ce", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 23424, + "output_tokens": 179, + "total_tokens": 24097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 139, + "estimated_total_tokens": 3968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12249.62, + "sql_execution_elapsed_ms_total": 516.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f1f63d7de62bd1ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27ce2ad1eed4fce88d0349c779c831ac55ffd446 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f1f63d7de62bd1ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:25.121737+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12249.62, "started_at": "2026-05-04T08:22:12.852836+00:00", "ended_at": "2026-05-04T08:22:25.102568+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 23918, "cached_input_tokens": 23424, "output_tokens": 179}, "stderr_preview": "2026-05-04T08:22:13.047862Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:15.470943Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=id.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f077ee8cf187f7a9399f4ef9cef725be943584f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-6818-7401-832d-6da28109dbf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_4\\\", AVG(\\\"id\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"ord_4\\\" and measure_col=\\\"id\\\" exactly as bound. SQLite will coerce numeric-looking TEXT values in \\\"id\\\" for AVG().\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":23424,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4173abcb122999bd63f2bba25908eaceffacbef6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_4\", AVG(\"id\") AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"ord_4\" and measure_col=\"id\" exactly as bound. SQLite will coerce numeric-looking TEXT values in \"id\" for AVG()."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2524f553d28ab56d94d53b431d170cac006bd160 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:34.791625Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:37.154093Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:45.753544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..904cd8e8b80f2ff46f14828710ef4b2a4382d017 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=id. +Result preview: [{"ord_4": "D", "avg_measure": 151419.48842476096}, {"ord_4": "Q", "avg_measure": 150975.2736577708}, {"ord_4": "H", "avg_measure": 150953.78364592325}, {"ord_4": "K", "avg_measure": 150819.55361273643}, {"ord_4": "L", "avg_measure": 150722.69406272945}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..06dc2e3f606ed0d135fffaa7861354147402b46f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_f2863e4d75d051e7 +-- problem_id: v2p_c14_2ddcaa2aafe197eb +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", AVG("id") AS avg_measure +FROM "c14" +GROUP BY "ord_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82e70224e790da240be66cbbe7fc28e4d5976806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_4\", AVG(\"id\") AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_4\\\", AVG(\\\"id\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_4\", \"avg_measure\"], \"rows\": [{\"ord_4\": \"D\", \"avg_measure\": 151419.48842476096}, {\"ord_4\": \"Q\", \"avg_measure\": 150975.2736577708}, {\"ord_4\": \"H\", \"avg_measure\": 150953.78364592325}, {\"ord_4\": \"K\", \"avg_measure\": 150819.55361273643}, {\"ord_4\": \"L\", \"avg_measure\": 150722.69406272945}, {\"ord_4\": \"J\", \"avg_measure\": 150632.60762540766}, {\"ord_4\": \"E\", \"avg_measure\": 150562.90869680615}, {\"ord_4\": \"S\", \"avg_measure\": 150413.19682119205}, {\"ord_4\": \"N\", \"avg_measure\": 150392.07479224377}, {\"ord_4\": \"P\", \"avg_measure\": 150354.8224939637}, {\"ord_4\": \"T\", \"avg_measure\": 150307.54992967652}, {\"ord_4\": \"R\", \"avg_measure\": 150205.29727654043}, {\"ord_4\": \"C\", \"avg_measure\": 150155.94713286712}, {\"ord_4\": \"F\", \"avg_measure\": 149609.51199112402}, {\"ord_4\": \"V\", \"avg_measure\": 149575.98345471258}, {\"ord_4\": \"U\", \"avg_measure\": 149504.20140900195}, {\"ord_4\": \"A\", \"avg_measure\": 149490.49496111294}, {\"ord_4\": \"Z\", \"avg_measure\": 149455.3239179314}, {\"ord_4\": \"Y\", \"avg_measure\": 149380.64711425206}, {\"ord_4\": \"W\", \"avg_measure\": 149379.03946939218}, {\"ord_4\": \"G\", \"avg_measure\": 149331.43679559766}, {\"ord_4\": \"I\", \"avg_measure\": 149114.45226714012}, {\"ord_4\": \"B\", \"avg_measure\": 148852.579996758}, {\"ord_4\": \"X\", \"avg_measure\": 148784.16703750796}, {\"ord_4\": \"O\", \"avg_measure\": 148327.22532556547}, {\"ord_4\": \"M\", \"avg_measure\": 147506.06289308175}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 359.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6130b50613115960f2b262f295afdbab1fcfcd2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:17:34.561283+00:00", + "ended_at": "2026-05-04T08:17:47.321613+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f2863e4d75d051e7", + "problem_id": "v2p_c14_2ddcaa2aafe197eb", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_4, measure_col=id.", + "bindings": { + "group_col": "ord_4", + "measure_col": "id", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 172611.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f2863e4d75d051e7.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f2863e4d75d051e7", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 23424, + "output_tokens": 149, + "total_tokens": 23988, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 93, + "estimated_total_tokens": 3841, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12307.33, + "sql_execution_elapsed_ms_total": 359.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f2863e4d75d051e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e66b9185682a350217e2bfbce4d568cc99995bd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f2863e4d75d051e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:46.953689+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12307.33, "started_at": "2026-05-04T08:17:34.623146+00:00", "ended_at": "2026-05-04T08:17:46.931584+00:00", "prompt_metrics": {"chars": 11689, "bytes_utf8": 11689, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 350, "bytes_utf8": 350, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 23839, "cached_input_tokens": 23424, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:17:34.791625Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:37.154093Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "bin_0", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d8b48b8973a5400444180147f45fa1c7dc2432e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-7d46-78b3-b820-315f53d6addc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"bin_0\\\" and predicate_col bound to \\\"ord_2\\\" = 'Hot'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23886,"cached_input_tokens":2432,"output_tokens":116}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6796df69e911c404fb7d7aacc12e10baa32835c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"bin_0\" and predicate_col bound to \"ord_2\" = 'Hot'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..47b71807ee2d87b54ecd96485c83d0d1374e74fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:12.539980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:14.825559Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:25.159771Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a27a98412b64b3dade4b481df86fd2b277d4b408 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0. +Result preview: [{"bin_0": "0", "support": 19343}, {"bin_0": "1", "support": 2884}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e10171c01c00c58aa91d71f55a05c47f3e15ce57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_f3877a5566302bb1 +-- problem_id: v2p_c14_bb0f12bf0aae538e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94dade7643b42418aea5936021c6b9835f342c0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"bin_0\", COUNT(*) AS support\nFROM \"c14\"\nWHERE \"ord_2\" = 'Hot'\nGROUP BY \"bin_0\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"bin_0\\\", COUNT(*) AS support\\nFROM \\\"c14\\\"\\nWHERE \\\"ord_2\\\" = 'Hot'\\nGROUP BY \\\"bin_0\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"bin_0\", \"support\"], \"rows\": [{\"bin_0\": \"0\", \"support\": 19343}, {\"bin_0\": \"1\", \"support\": 2884}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 127.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3eacf50e375463fc45d13838f4e22bdf4c9b14c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:12:12.306099+00:00", + "ended_at": "2026-05-04T08:12:25.976878+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f3877a5566302bb1", + "problem_id": "v2p_c14_bb0f12bf0aae538e", + "dataset_id": "c14", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_0.", + "bindings": { + "group_col": "bin_0", + "predicate_col": "ord_2", + "predicate_op": "=", + "predicate_value": "Hot", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f3877a5566302bb1.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f3877a5566302bb1", + "api_calls": 0, + "input_tokens": 23886, + "cached_input_tokens": 2432, + "output_tokens": 116, + "total_tokens": 24002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3797, + "estimated_output_tokens": 100, + "estimated_total_tokens": 3897, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13457.45, + "sql_execution_elapsed_ms_total": 127.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f3877a5566302bb1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f5ea4abced69d92000e0544345538781ab04f07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3877a5566302bb1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:12:25.840732+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13457.45, "started_at": "2026-05-04T08:12:12.362298+00:00", "ended_at": "2026-05-04T08:12:25.819888+00:00", "prompt_metrics": {"chars": 11870, "bytes_utf8": 11870, "lines": 398, "estimated_tokens": 3797}, "response_metrics": {"chars": 342, "bytes_utf8": 342, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 23886, "cached_input_tokens": 2432, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:12:12.539980Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:14.825559Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=day.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d7dce2c1b25ba2fc678e62ed84ca1754612831 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df214-d932-76e3-a792-a56ef3bf53ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Grouped Summary Top-k template with group_col=\\\"ord_0\\\", measure_col=\\\"day\\\", entity_col=\\\"ord_4\\\", and top_k=11. Cast \\\"day\\\" to REAL for a SQLite-safe numeric average because the schema snapshot shows it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23914,"cached_input_tokens":22912,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03776f555d3481a87fd64fd19cd67edd77229ee8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the provided Grouped Summary Top-k template with group_col=\"ord_0\", measure_col=\"day\", entity_col=\"ord_4\", and top_k=11. Cast \"day\" to REAL for a SQLite-safe numeric average because the schema snapshot shows it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa4f9c40ce145393f2af1e43c2ad56d9544d2983 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:22:25.897886Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:22:28.231794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:22:36.227298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c987dc656e8c9c629571cc669e73544331caf0b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=day. +Result preview: [{"ord_0": "1", "support": 194846, "avg_measure": 3.012692074766739, "distinct_entities": 26}, {"ord_0": "2", "support": 66438, "avg_measure": 3.0043800234805382, "distinct_entities": 26}, {"ord_0": "3", "support": 38716, "avg_measure": 2.989177600991838, "distinct_entities": 26}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab939f0bb3dfe9c4541c614ed29675152b685718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f3a418c7f786e422 +-- problem_id: v2p_c14_0c76019d957a6c19 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f0860a2ac7e6866ec9ffe72604d93ffebdc6420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"ord_0\",\n COUNT(*) AS support,\n AVG(CAST(\"day\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"ord_4\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"ord_0\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"ord_0\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"ord_4\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_0\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"ord_0\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"ord_0\": \"1\", \"support\": 194846, \"avg_measure\": 3.012692074766739, \"distinct_entities\": 26}, {\"ord_0\": \"2\", \"support\": 66438, \"avg_measure\": 3.0043800234805382, \"distinct_entities\": 26}, {\"ord_0\": \"3\", \"support\": 38716, \"avg_measure\": 2.989177600991838, \"distinct_entities\": 26}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 295.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..19d9179c0c85001204229599d363b695469b2d60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:22:25.649023+00:00", + "ended_at": "2026-05-04T08:22:37.464095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f3a418c7f786e422", + "problem_id": "v2p_c14_0c76019d957a6c19", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=ord_0, measure_col=day.", + "bindings": { + "group_col": "ord_0", + "measure_col": "day", + "entity_col": "ord_4", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=46" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f3a418c7f786e422.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f3a418c7f786e422", + "api_calls": 0, + "input_tokens": 23914, + "cached_input_tokens": 22912, + "output_tokens": 157, + "total_tokens": 24071, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3825, + "estimated_output_tokens": 141, + "estimated_total_tokens": 3966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11428.51, + "sql_execution_elapsed_ms_total": 295.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f3a418c7f786e422\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..818ad04ae5dac2b58a1d8bd29e4cf871819a620b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f3a418c7f786e422/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:22:37.160890+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11428.51, "started_at": "2026-05-04T08:22:25.712840+00:00", "ended_at": "2026-05-04T08:22:37.140370+00:00", "prompt_metrics": {"chars": 11964, "bytes_utf8": 11964, "lines": 398, "estimated_tokens": 3825}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 23914, "cached_input_tokens": 22912, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:22:25.897886Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:22:28.231794Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_4, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..420c91a7949caf7c6a8a2a04ac7752810f5f3833 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-5561-70c0-884b-39fc9f4a4cce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Used the required Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_4, and target_col=target in SQLite-compatible form.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":23424,"output_tokens":161}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4decd61b5defb8c9bb8be0d37d433d510fb3913b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_4\"\nORDER BY \"target_rate\" DESC;","notes":"Used the required Two-Axis Target Rate Surface template with fixed bindings group_col=bin_3, group_col_2=nom_4, and target_col=target in SQLite-compatible form."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d96929b4cb4346d3b9e96f09ee09d7026c3f7d4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:08.797568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:11.130690Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:20.456645Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..57d8bf5ec1110733570f1aae3a5a332ef33f26d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_4, target_col=target. +Result preview: [{"bin_3": "F", "nom_4": "Theremin", "target_rate": 0.3544180102980419}, {"bin_3": "T", "nom_4": "Theremin", "target_rate": 0.3535098631597654}, {"bin_3": "F", "nom_4": "Oboe", "target_rate": 0.33319315641530733}, {"bin_3": "T", "nom_4": "Oboe", "target_rate": 0.325904228222109}, {"bin_3": "F", "nom_4": "Piano", "target_rate": 0.3099603328173375}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7fa04109527f73a6ce1089f634a040b7fe8cd3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_f49b3c411758a177 +-- problem_id: v2p_c14_9ce6570baf88ea1e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_4" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62dc8dfbd1b0ee7c73ecfeb5dcb40da9428cddf6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"nom_4\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"nom_4\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"nom_4\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"nom_4\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"nom_4\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"nom_4\": \"Theremin\", \"target_rate\": 0.3544180102980419}, {\"bin_3\": \"T\", \"nom_4\": \"Theremin\", \"target_rate\": 0.3535098631597654}, {\"bin_3\": \"F\", \"nom_4\": \"Oboe\", \"target_rate\": 0.33319315641530733}, {\"bin_3\": \"T\", \"nom_4\": \"Oboe\", \"target_rate\": 0.325904228222109}, {\"bin_3\": \"F\", \"nom_4\": \"Piano\", \"target_rate\": 0.3099603328173375}, {\"bin_3\": \"T\", \"nom_4\": \"Piano\", \"target_rate\": 0.2986125587751604}, {\"bin_3\": \"F\", \"nom_4\": \"Bassoon\", \"target_rate\": 0.24045240452404523}, {\"bin_3\": \"T\", \"nom_4\": \"Bassoon\", \"target_rate\": 0.23517015520432863}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 532.92}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf661e0f5d1686f4efcc4473f47cca8d93e164dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:25:08.529749+00:00", + "ended_at": "2026-05-04T08:25:21.870706+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f49b3c411758a177", + "problem_id": "v2p_c14_9ce6570baf88ea1e", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=nom_4, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "nom_4", + "target_col": "target", + "target_value": "1", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f49b3c411758a177.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f49b3c411758a177", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 23424, + "output_tokens": 161, + "total_tokens": 24105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 123, + "estimated_total_tokens": 3976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12689.76, + "sql_execution_elapsed_ms_total": 532.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f49b3c411758a177\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2b3871fcf3f195ed30b4ccdc15a4713c4914770 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f49b3c411758a177/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:21.328866+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12689.76, "started_at": "2026-05-04T08:25:08.588670+00:00", "ended_at": "2026-05-04T08:25:21.278263+00:00", "prompt_metrics": {"chars": 11979, "bytes_utf8": 11979, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 407, "bytes_utf8": 407, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 23944, "cached_input_tokens": 23424, "output_tokens": 161}, "stderr_preview": "2026-05-04T08:25:08.797568Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:11.130690Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=month.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..98ccbdb6dc2c6a991af285f7a3a876c8ac361342 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-8e85-7aa3-9637-bcb552700f42"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_4\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"nom_4\\\" and measure_col=\\\"month\\\". Cast \\\"month\\\" to REAL because the schema snapshot shows it stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":22912,"output_tokens":112}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9155ac6e91e2285964341146a4ba585ff9149048 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_4\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"nom_4\" and measure_col=\"month\". Cast \"month\" to REAL because the schema snapshot shows it stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4521ff11254d12e4082ed9738ee5d8bb2c764cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:33.563229Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:35.925100Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:44.789037Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7725c590f2fad441eae42a327aafcdb2a18473e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=month. +Result preview: [{"nom_4": "Theremin", "avg_measure": 5.789412151547258}, {"nom_4": "Oboe", "avg_measure": 5.771336937795932}, {"nom_4": "Bassoon", "avg_measure": 5.767882187938289}, {"nom_4": "Piano", "avg_measure": 5.761633754155969}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bc3b19855a25e4bdcfb3f9a8734ff9f580cf0a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_f4a25e27e8a93207 +-- problem_id: v2p_c14_afcff48ed642a14e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7cccd00f6d0edc507ba1d228b80efa3ea01ec19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"nom_4\", AVG(CAST(\"month\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"nom_4\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"nom_4\\\", AVG(CAST(\\\"month\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_4\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"nom_4\", \"avg_measure\"], \"rows\": [{\"nom_4\": \"Theremin\", \"avg_measure\": 5.789412151547258}, {\"nom_4\": \"Oboe\", \"avg_measure\": 5.771336937795932}, {\"nom_4\": \"Bassoon\", \"avg_measure\": 5.767882187938289}, {\"nom_4\": \"Piano\", \"avg_measure\": 5.761633754155969}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 289.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..965da882f81ff05dd83cd2de2c96b177e7dd9d1d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:15:33.333413+00:00", + "ended_at": "2026-05-04T08:15:45.964418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f4a25e27e8a93207", + "problem_id": "v2p_c14_afcff48ed642a14e", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=nom_4, measure_col=month.", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f4a25e27e8a93207.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f4a25e27e8a93207", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 22912, + "output_tokens": 112, + "total_tokens": 23951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 96, + "estimated_total_tokens": 3844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12257.18, + "sql_execution_elapsed_ms_total": 289.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f4a25e27e8a93207\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..33ebcf8cb1084227ff72e7f250b5f5c8618a00a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f4a25e27e8a93207/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:45.666988+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12257.18, "started_at": "2026-05-04T08:15:33.391209+00:00", "ended_at": "2026-05-04T08:15:45.649089+00:00", "prompt_metrics": {"chars": 11693, "bytes_utf8": 11693, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 361, "bytes_utf8": 361, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 23839, "cached_input_tokens": 22912, "output_tokens": 112}, "stderr_preview": "2026-05-04T08:15:33.563229Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:35.925100Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=month.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3a547313fe250eebdcf0597bff41430f5e48cf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df229-30e4-7821-b243-5e7fe58ead20"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_4\\\" ORDER BY CAST(\\\"month\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_4\\\";\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group with window functions. \\\"month\\\" is cast to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23877,"cached_input_tokens":22912,"output_tokens":454}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8a10d375c9128a746df527659674334b83713e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS REAL) AS \"month_value\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY CAST(\"month\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_4\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"nom_4\",\n \"month_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_4\",\n \"month_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"nom_4\";","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group with window functions. \"month\" is cast to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40aafe5d2208790ea04ed4ff0e9a6fda5c886ef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:44:39.084599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:44:41.483271Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:44:54.841970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..801f6d1f7e53bca79341fa58dd089006f3eb8767 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=month. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..86db5e1772dde22f03902fd4aacd3711a9650aca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_f582760bac352fdf +-- problem_id: v2p_c14_48ebd75dc1e7a726 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_4", + CAST("month" AS REAL) AS "month_value", + ROW_NUMBER() OVER (PARTITION BY "nom_4" ORDER BY CAST("month" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "nom_4") AS "cnt" + FROM "c14" + WHERE "nom_4" IS NOT NULL + AND "month" IS NOT NULL +), +"picked" AS ( + SELECT + "nom_4", + "month_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "nom_4", + "month_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "nom_4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1472bb1e97343677b7a73dcee44b801ad0b489b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"nom_4\",\n CAST(\"month\" AS REAL) AS \"month_value\",\n ROW_NUMBER() OVER (PARTITION BY \"nom_4\" ORDER BY CAST(\"month\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"nom_4\") AS \"cnt\"\n FROM \"c14\"\n WHERE \"nom_4\" IS NOT NULL\n AND \"month\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"nom_4\",\n \"month_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"nom_4\",\n \"month_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC, \"nom_4\";", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n CAST(\\\"month\\\" AS REAL) AS \\\"month_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"nom_4\\\" ORDER BY CAST(\\\"month\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"nom_4\\\") AS \\\"cnt\\\"\\n FROM \\\"c14\\\"\\n WHERE \\\"nom_4\\\" IS NOT NULL\\n AND \\\"month\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"nom_4\\\",\\n \\\"month_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC, \\\"nom_4\\\";\", \"columns\": [\"nom_4\", \"percentile_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 1429.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a600370808e36e5caa246b8da70e7f84b03554cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:44:38.763644+00:00", + "ended_at": "2026-05-04T08:44:56.986565+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f582760bac352fdf", + "problem_id": "v2p_c14_48ebd75dc1e7a726", + "dataset_id": "c14", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=nom_4, measure_col=month.", + "bindings": { + "group_col": "nom_4", + "measure_col": "month", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f582760bac352fdf.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f582760bac352fdf", + "api_calls": 0, + "input_tokens": 23877, + "cached_input_tokens": 22912, + "output_tokens": 454, + "total_tokens": 24331, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3786, + "estimated_output_tokens": 282, + "estimated_total_tokens": 4068, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16709.24, + "sql_execution_elapsed_ms_total": 1429.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f582760bac352fdf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30ed7f25c89d2557afcffae4a798bbc60d0d3fd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f582760bac352fdf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:44:55.547999+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16709.24, "started_at": "2026-05-04T08:44:38.816013+00:00", "ended_at": "2026-05-04T08:44:55.525794+00:00", "prompt_metrics": {"chars": 11859, "bytes_utf8": 11859, "lines": 396, "estimated_tokens": 3786}, "response_metrics": {"chars": 906, "bytes_utf8": 906, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 23877, "cached_input_tokens": 22912, "output_tokens": 454}, "stderr_preview": "2026-05-04T08:44:39.084599Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:44:41.483271Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_0.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "nom_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9517e18f166c3348b418605f75146c37ee712474 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-bbb6-7862-97a0-13e00359d2cf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"nom_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"nom_0\\\" and the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":19840,"output_tokens":93}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8b22a75a63e4e88fabe7f20d69bae8efdea1f2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"nom_0\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"nom_0\" and the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb5d8e013696639074fde8d5e1765054df92226f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:11.939592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:14.384884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:22.776210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f1a8bf68a12967bef981b22ef1b816ce676eafd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_0. +Result preview: [{"nom_0": "Green", "row_count": 127341}, {"nom_0": "Blue", "row_count": 96166}, {"nom_0": "Red", "row_count": 76493}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a42d62b4b78023eb95e515e1d475ce5475af958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_f5e5c725ec1f838a +-- problem_id: v2p_c14_40be173b295e4fbd +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", COUNT(*) AS row_count +FROM "c14" +GROUP BY "nom_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..18961f819cae0095528f229fa9f10a7260dfdd09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"nom_0\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"nom_0\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"nom_0\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_0\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"nom_0\", \"row_count\"], \"rows\": [{\"nom_0\": \"Green\", \"row_count\": 127341}, {\"nom_0\": \"Blue\", \"row_count\": 96166}, {\"nom_0\": \"Red\", \"row_count\": 76493}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 205.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b1eb60d71481a53ce489377f653640125f2582d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:09:11.667276+00:00", + "ended_at": "2026-05-04T08:09:23.812080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f5e5c725ec1f838a", + "problem_id": "v2p_c14_40be173b295e4fbd", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=nom_0.", + "bindings": { + "group_col": "nom_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f5e5c725ec1f838a.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f5e5c725ec1f838a", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 19840, + "output_tokens": 93, + "total_tokens": 23907, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11837.48, + "sql_execution_elapsed_ms_total": 205.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f5e5c725ec1f838a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c24eb02d400c8d3181dd71c35224ee6180bc169 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f5e5c725ec1f838a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:23.598103+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11837.48, "started_at": "2026-05-04T08:09:11.738545+00:00", "ended_at": "2026-05-04T08:09:23.577047+00:00", "prompt_metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 19840, "output_tokens": 93}, "stderr_preview": "2026-05-04T08:09:11.939592Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:14.384884Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_0, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9026b2ec5f2d1418a6e6e56c67cda40c158d9d2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df217-89b7-7c12-afb7-aaac4daee97a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_0\\\"\\nORDER BY target_rate DESC;\",\"notes\":\"Uses the provided Two-Axis Target Rate Surface template with group_col=\\\"bin_3\\\", group_col_2=\\\"ord_0\\\", and target_col=\\\"target\\\", computing the proportion of rows where target='0' for each (bin_3, ord_0) group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23944,"cached_input_tokens":6528,"output_tokens":152}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2811f5d51ee878ab5ff240490388669fad9748f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_0\"\nORDER BY target_rate DESC;","notes":"Uses the provided Two-Axis Target Rate Surface template with group_col=\"bin_3\", group_col_2=\"ord_0\", and target_col=\"target\", computing the proportion of rows where target='0' for each (bin_3, ord_0) group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb4cd122cb9765b0ecfb5ed0a85f7333778b4512 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:25:22.166866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:25:24.754982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:25:32.837179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2af417f16f8c0aa316eaf3b39df9941e3308d9f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_0, target_col=target. +Result preview: [{"bin_3": "T", "ord_0": "1", "target_rate": 0.7246884344458047}, {"bin_3": "F", "ord_0": "1", "target_rate": 0.7188406101609447}, {"bin_3": "T", "ord_0": "2", "target_rate": 0.6674290405817499}, {"bin_3": "F", "ord_0": "2", "target_rate": 0.6630791117708913}, {"bin_3": "T", "ord_0": "3", "target_rate": 0.6120467303899256}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..76dcf969b02207dd690e79e3bbaab80797904c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_f619be75c775a3e9 +-- problem_id: v2p_c14_878e90f7011dc418 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_0" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..058aee5fcf131a8d4164a311d25fb2213483570a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_0\",\n AVG(CASE WHEN \"target\" = '0' THEN 1 ELSE 0 END) AS target_rate\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_0\"\nORDER BY target_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_0\\\",\\n AVG(CASE WHEN \\\"target\\\" = '0' THEN 1 ELSE 0 END) AS target_rate\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_0\\\"\\nORDER BY target_rate DESC;\", \"columns\": [\"bin_3\", \"ord_0\", \"target_rate\"], \"rows\": [{\"bin_3\": \"T\", \"ord_0\": \"1\", \"target_rate\": 0.7246884344458047}, {\"bin_3\": \"F\", \"ord_0\": \"1\", \"target_rate\": 0.7188406101609447}, {\"bin_3\": \"T\", \"ord_0\": \"2\", \"target_rate\": 0.6674290405817499}, {\"bin_3\": \"F\", \"ord_0\": \"2\", \"target_rate\": 0.6630791117708913}, {\"bin_3\": \"T\", \"ord_0\": \"3\", \"target_rate\": 0.6120467303899256}, {\"bin_3\": \"F\", \"ord_0\": \"3\", \"target_rate\": 0.5957873620862588}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 445.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9173ad8613f24401b148b7a359c03f67b1229ca5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:25:21.873659+00:00", + "ended_at": "2026-05-04T08:25:34.262512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f619be75c775a3e9", + "problem_id": "v2p_c14_878e90f7011dc418", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=bin_3, group_col_2=ord_0, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_0", + "target_col": "target", + "target_value": "0", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f619be75c775a3e9.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f619be75c775a3e9", + "api_calls": 0, + "input_tokens": 23944, + "cached_input_tokens": 6528, + "output_tokens": 152, + "total_tokens": 24096, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3853, + "estimated_output_tokens": 136, + "estimated_total_tokens": 3989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11843.81, + "sql_execution_elapsed_ms_total": 445.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f619be75c775a3e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3298d9b873765af27cd5526e6725e31b62ccbda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f619be75c775a3e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:25:33.809409+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11843.81, "started_at": "2026-05-04T08:25:21.943862+00:00", "ended_at": "2026-05-04T08:25:33.787520+00:00", "prompt_metrics": {"chars": 11986, "bytes_utf8": 11986, "lines": 399, "estimated_tokens": 3853}, "response_metrics": {"chars": 451, "bytes_utf8": 451, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 23944, "cached_input_tokens": 6528, "output_tokens": 152}, "stderr_preview": "2026-05-04T08:25:22.166866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:25:24.754982Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "entity_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=ord_0.", + "planned_template_id": "tpl_clickbench_group_summary_topk", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..030fecd70048021d331ee8d3eb588a31eb141f2b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-69d4-7283-8115-89c849cae171"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the planned template with group_col=\\\"bin_1\\\", measure_col=\\\"ord_0\\\", entity_col=\\\"nom_9\\\", and top_k=17. Cast \\\"ord_0\\\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23918,"cached_input_tokens":22912,"output_tokens":183}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ece9e60b77bd2a59cc8ce941266183489478f454 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the planned template with group_col=\"bin_1\", measure_col=\"ord_0\", entity_col=\"nom_9\", and top_k=17. Cast \"ord_0\" to REAL for SQLite-compatible averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20fc36e7e8d47a3ed8a80d8321287f295bda478e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:40.778371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:43.156503Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:52.599310Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc9cd9bfc0087e64dda9f4bf7c70e0d82576850d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=ord_0. +Result preview: [{"bin_1": "0", "support": 223018, "avg_measure": 1.4796428987794707, "distinct_entities": 11905}, {"bin_1": "1", "support": 76982, "avg_measure": 1.4793458211010366, "distinct_entities": 11246}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fadb110c1f41432e6fa01537a8110b3d061c71f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f70902ada2a79825 +-- problem_id: v2p_c14_59caac7625524267 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d36dcf536c3bf79249f068db2834ed23fbe87919 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_summary_topk\nSELECT \"bin_1\",\n COUNT(*) AS support,\n AVG(CAST(\"ord_0\" AS REAL)) AS avg_measure,\n COUNT(DISTINCT \"nom_9\") AS distinct_entities\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_summary_topk\\nSELECT \\\"bin_1\\\",\\n COUNT(*) AS support,\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) AS avg_measure,\\n COUNT(DISTINCT \\\"nom_9\\\") AS distinct_entities\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"bin_1\", \"support\", \"avg_measure\", \"distinct_entities\"], \"rows\": [{\"bin_1\": \"0\", \"support\": 223018, \"avg_measure\": 1.4796428987794707, \"distinct_entities\": 11905}, {\"bin_1\": \"1\", \"support\": 76982, \"avg_measure\": 1.4793458211010366, \"distinct_entities\": 11246}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 442.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..037f3e9a2ba6a780a60530c093577bfa90a57c6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:18:40.538905+00:00", + "ended_at": "2026-05-04T08:18:53.880638+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f70902ada2a79825", + "problem_id": "v2p_c14_59caac7625524267", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_summary_topk", + "template_name": "Grouped Summary Top-k", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Summary Top-k to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=bin_1, measure_col=ord_0.", + "bindings": { + "group_col": "bin_1", + "measure_col": "ord_0", + "entity_col": "nom_9", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.32, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "entity_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_measure,\n COUNT(DISTINCT {entity_col}) AS distinct_entities\nFROM {table}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f70902ada2a79825.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f70902ada2a79825", + "api_calls": 0, + "input_tokens": 23918, + "cached_input_tokens": 22912, + "output_tokens": 183, + "total_tokens": 24101, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3829, + "estimated_output_tokens": 139, + "estimated_total_tokens": 3968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12808.07, + "sql_execution_elapsed_ms_total": 442.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f70902ada2a79825\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aee1ad2a8a453d9b797426cbd790055538d4d4b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f70902ada2a79825/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:53.430813+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12808.07, "started_at": "2026-05-04T08:18:40.603809+00:00", "ended_at": "2026-05-04T08:18:53.411330+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 398, "estimated_tokens": 3829}, "response_metrics": {"chars": 497, "bytes_utf8": 497, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 23918, "cached_input_tokens": 22912, "output_tokens": 183}, "stderr_preview": "2026-05-04T08:18:40.778371Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:43.156503Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32235ef0e4b42a9071cc463e545edfa0c46a3c01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_f747217bad64c798\n-- problem_id: v2p_c14_b19414336636ff00\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_7\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_f747217bad64c798\\n-- problem_id: v2p_c14_b19414336636ff00\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_7\", \"support\", \"avg_response\"], \"rows\": [{\"nom_7\": \"3a114adea\", \"support\": 534, \"avg_response\": 5.662921348314606}, {\"nom_7\": \"6f3940b72\", \"support\": 518, \"avg_response\": 5.947876447876448}, {\"nom_7\": \"3b679e531\", \"support\": 518, \"avg_response\": 5.942084942084942}, {\"nom_7\": \"fcf2b8dce\", \"support\": 517, \"avg_response\": 5.8936170212765955}, {\"nom_7\": \"fe27cc23d\", \"support\": 515, \"avg_response\": 5.716504854368932}, {\"nom_7\": \"c6344321c\", \"support\": 510, \"avg_response\": 5.819607843137255}, {\"nom_7\": \"c75a7f5f8\", \"support\": 508, \"avg_response\": 5.667322834645669}, {\"nom_7\": \"a0be4f3da\", \"support\": 505, \"avg_response\": 5.673267326732673}, {\"nom_7\": \"c6dfa929a\", \"support\": 501, \"avg_response\": 5.954091816367265}, {\"nom_7\": \"eeba65bef\", \"support\": 500, \"avg_response\": 5.88}, {\"nom_7\": \"bb5a78030\", \"support\": 500, \"avg_response\": 5.812}, {\"nom_7\": \"cab0b4ca9\", \"support\": 499, \"avg_response\": 5.62124248496994}, {\"nom_7\": \"4a0ff1117\", \"support\": 498, \"avg_response\": 6.285140562248996}, {\"nom_7\": \"a2507f97d\", \"support\": 497, \"avg_response\": 5.75251509054326}, {\"nom_7\": \"700924d38\", \"support\": 496, \"avg_response\": 5.846774193548387}, {\"nom_7\": \"eb50b1f32\", \"support\": 496, \"avg_response\": 5.806451612903226}, {\"nom_7\": \"7c6d738f8\", \"support\": 496, \"avg_response\": 5.685483870967742}, {\"nom_7\": \"17d7c7e77\", \"support\": 494, \"avg_response\": 5.52834008097166}, {\"nom_7\": \"5aed00b2c\", \"support\": 493, \"avg_response\": 5.9574036511156185}, {\"nom_7\": \"a88395028\", \"support\": 492, \"avg_response\": 5.67479674796748}, {\"nom_7\": \"12e6161c9\", \"support\": 490, \"avg_response\": 6.004081632653061}, {\"nom_7\": \"0378e418b\", \"support\": 490, \"avg_response\": 5.859183673469388}, {\"nom_7\": \"2d8e816e2\", \"support\": 490, \"avg_response\": 5.771428571428571}, {\"nom_7\": \"944df579c\", \"support\": 489, \"avg_response\": 5.811860940695296}, {\"nom_7\": \"077a10d72\", \"support\": 487, \"avg_response\": 5.839835728952772}, {\"nom_7\": \"5fee1e1d2\", \"support\": 487, \"avg_response\": 5.829568788501026}, {\"nom_7\": \"d863df6ca\", \"support\": 486, \"avg_response\": 5.969135802469136}, {\"nom_7\": \"4addee130\", \"support\": 486, \"avg_response\": 5.792181069958848}, {\"nom_7\": \"346c81c8f\", \"support\": 486, \"avg_response\": 5.45679012345679}, {\"nom_7\": \"3c452e60d\", \"support\": 485, \"avg_response\": 6.022680412371134}, {\"nom_7\": \"0e0637b46\", \"support\": 485, \"avg_response\": 5.731958762886598}, {\"nom_7\": \"59de9c26a\", \"support\": 484, \"avg_response\": 5.681818181818182}, {\"nom_7\": \"f6ddab67f\", \"support\": 483, \"avg_response\": 5.811594202898551}, {\"nom_7\": \"3f0057c9b\", \"support\": 482, \"avg_response\": 5.549792531120332}, {\"nom_7\": \"22831fffe\", \"support\": 481, \"avg_response\": 5.787941787941788}, {\"nom_7\": \"4a79709cd\", \"support\": 481, \"avg_response\": 5.627858627858628}, {\"nom_7\": \"00994f749\", \"support\": 480, \"avg_response\": 5.829166666666667}, {\"nom_7\": \"be90beeea\", \"support\": 480, \"avg_response\": 5.589583333333334}, {\"nom_7\": \"3e5f076e2\", \"support\": 479, \"avg_response\": 5.945720250521921}, {\"nom_7\": \"f037a1bfd\", \"support\": 478, \"avg_response\": 5.631799163179917}, {\"nom_7\": \"b042166d5\", \"support\": 476, \"avg_response\": 5.766806722689076}, {\"nom_7\": \"85495b390\", \"support\": 476, \"avg_response\": 5.611344537815126}, {\"nom_7\": \"d640f9971\", \"support\": 475, \"avg_response\": 5.814736842105263}, {\"nom_7\": \"a6a36f527\", \"support\": 475, \"avg_response\": 5.673684210526316}, {\"nom_7\": \"f53ce6da5\", \"support\": 475, \"avg_response\": 5.652631578947369}, {\"nom_7\": \"e94478990\", \"support\": 474, \"avg_response\": 5.618143459915612}, {\"nom_7\": \"058d689da\", \"support\": 472, \"avg_response\": 5.760593220338983}, {\"nom_7\": \"66418d6ec\", \"support\": 472, \"avg_response\": 5.75635593220339}, {\"nom_7\": \"f16ff4894\", \"support\": 471, \"avg_response\": 5.791932059447983}, {\"nom_7\": \"386eb705f\", \"support\": 471, \"avg_response\": 5.590233545647559}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 329.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7a36af0cacf9c37f6d250a8feb537c28a3a3c33c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:20.987503+00:00", + "ended_at": "2026-05-04T09:00:21.323062+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f747217bad64c798", + "problem_id": "v2p_c14_b19414336636ff00", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_7.", + "bindings": { + "key_col": "nom_7", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f747217bad64c798.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f747217bad64c798/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f264405bced8ccf8d9cfa09c994ac2b19f5cdc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11688, "bytes_utf8": 11688, "lines": 396, "estimated_tokens": 3748}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 340, "bytes_utf8": 340, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..041c9c8785e20372b98edbf67f9055640b43486d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f7f5918801c645dc", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 23949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16939.58, + "sql_execution_elapsed_ms_total": 308.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f7f5918801c645dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..398d0821761645e8c67a81e86840aa5b58517f55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:52.759071+00:00", + "ended_at": "2026-05-04T08:17:09.698338+00:00", + "elapsed_ms": 16939.58, + "prompt_metrics": { + "chars": 11688, + "bytes_utf8": 11688, + "lines": 396, + "estimated_tokens": 3748 + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 340, + "bytes_utf8": 340, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0243a667b6399bed1e807cedc2a1863259c65368 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=day.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bf841c8f903d9c194d9d81cb9e3120a58cef3da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-c49d-7322-acd2-04377ececbcf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_2\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"ord_2\\\" and measure_col=\\\"day\\\". Cast \\\"day\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23839,"cached_input_tokens":19840,"output_tokens":110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..13ab671b687f519aba5f5ddf4ad0cef05485ad50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_2\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"ord_2\" and measure_col=\"day\". Cast \"day\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de325ddf936a804091f76a8445cc2912b2acbe5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:52.955766Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:55.243316Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:08.715276Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6994c0ae92023f87908936a67ba9356f910f23b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=day. +Result preview: [{"ord_2": "Cold", "avg_measure": 3.0173240938166312}, {"ord_2": "Lava Hot", "avg_measure": 3.0131438943481252}, {"ord_2": "Warm", "avg_measure": 3.007835555103287}, {"ord_2": "Freezing", "avg_measure": 3.005570249258636}, {"ord_2": "Boiling Hot", "avg_measure": 3.003265871641348}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b0a4d49a34141fdd4ad6f3f39add92c3c74a25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_f7f5918801c645dc +-- problem_id: v2p_c14_c278e0f04a80e86a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..203a2fdd07106ca2f9303823c6de059ddb50a708 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"ord_2\", AVG(CAST(\"day\" AS REAL)) AS avg_measure\nFROM \"c14\"\nGROUP BY \"ord_2\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"ord_2\\\", AVG(CAST(\\\"day\\\" AS REAL)) AS avg_measure\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_2\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_2\", \"avg_measure\"], \"rows\": [{\"ord_2\": \"Cold\", \"avg_measure\": 3.0173240938166312}, {\"ord_2\": \"Lava Hot\", \"avg_measure\": 3.0131438943481252}, {\"ord_2\": \"Warm\", \"avg_measure\": 3.007835555103287}, {\"ord_2\": \"Freezing\", \"avg_measure\": 3.005570249258636}, {\"ord_2\": \"Boiling Hot\", \"avg_measure\": 3.003265871641348}, {\"ord_2\": \"Hot\", \"avg_measure\": 3.000539883924956}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 308.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ee8c36a5b2e6f0772be6046ea41eb779f5a0320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:16:52.699200+00:00", + "ended_at": "2026-05-04T08:17:10.034400+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_f7f5918801c645dc", + "problem_id": "v2p_c14_c278e0f04a80e86a", + "dataset_id": "c14", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=ord_2, measure_col=day.", + "bindings": { + "group_col": "ord_2", + "measure_col": "day", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.64, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_f7f5918801c645dc.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_f7f5918801c645dc", + "api_calls": 0, + "input_tokens": 23839, + "cached_input_tokens": 19840, + "output_tokens": 110, + "total_tokens": 23949, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3748, + "estimated_output_tokens": 94, + "estimated_total_tokens": 3842, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16939.58, + "sql_execution_elapsed_ms_total": 308.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_f7f5918801c645dc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4934a91801ade9d5b2bbbca7a12b50c2ecbab6fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_f7f5918801c645dc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:09.716553+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16939.58, "started_at": "2026-05-04T08:16:52.759071+00:00", "ended_at": "2026-05-04T08:17:09.698338+00:00", "prompt_metrics": {"chars": 11688, "bytes_utf8": 11688, "lines": 396, "estimated_tokens": 3748}, "response_metrics": {"chars": 340, "bytes_utf8": 340, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 23839, "cached_input_tokens": 19840, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:16:52.955766Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:55.243316Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..975c1e3aca2fac991256e6b2a76f94cecae5d2bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_fa29817b6302bfc8\n-- problem_id: v2p_c14_ed4031f298f429f4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"day\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_fa29817b6302bfc8\\n-- problem_id: v2p_c14_ed4031f298f429f4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"day\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 3.0147382775621527}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 3.018625324091222}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 3.013139072847682}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 3.007120166502355}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 3.0031310923376853}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 3.0055886970172683}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 3.018097700367397}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 3.024720021851953}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 3.034921304103429}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 3.0025316455696203}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 3.0139291522307854}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 3.006911011026557}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 3.0105148376041746}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 3.0087671232876714}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 3.004002197284784}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 2.966458991209354}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 3.014244006016102}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 3.012069152984669}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 2.9808009422850414}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 3.013350286077559}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 3.0209110066461338}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 2.990918437285812}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 2.970558631102164}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 2.9563636363636365}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 2.94275161588181}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 2.79874213836478}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 339.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..455171c4fc6a17c8ef8556840a1fe0e6fffdaba9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:24.936622+00:00", + "ended_at": "2026-05-04T09:00:25.282598+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fa29817b6302bfc8", + "problem_id": "v2p_c14_ed4031f298f429f4", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=day, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "day", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fa29817b6302bfc8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa29817b6302bfc8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6355875dd7bc895d5a062e37eff0699642bcdd88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11763, "bytes_utf8": 11763, "lines": 396, "estimated_tokens": 3762}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23853, "cached_input_tokens": 22912, "output_tokens": 154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30afa9657c6fc556bfc7d06af86b92d1ea03f677 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fa5886a1bab92178", + "api_calls": 0, + "input_tokens": 23853, + "cached_input_tokens": 22912, + "output_tokens": 154, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3762, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3867, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23392.02, + "sql_execution_elapsed_ms_total": 960.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fa5886a1bab92178\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..43c0ff2000d0c3352a259895418982b530b1789a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:38:13.192660+00:00", + "ended_at": "2026-05-04T08:38:36.584733+00:00", + "elapsed_ms": 23392.02, + "prompt_metrics": { + "chars": 11763, + "bytes_utf8": 11763, + "lines": 396, + "estimated_tokens": 3762 + }, + "stdout_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13267 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 390, + "bytes_utf8": 390, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 23853, + "cached_input_tokens": 22912, + "output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..053da848fee55ee4ce1093e59e8bb956207e4781 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,396 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=ord_0.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ddee11e8c09c0ffa511874466db8eb47d747244 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df223-4e4f-7690-a554-11c3f1f027bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_3\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"ord_3\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"ord_3\\\" and measure_col=\\\"ord_0\\\". Cast \\\"ord_0\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23853,"cached_input_tokens":22912,"output_tokens":154}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b76a849ca1fefed4a0cb522c97e228f9ad0ce01b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_3\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"ord_3\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"ord_3\" and measure_col=\"ord_0\". Cast \"ord_0\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c000c47eef0d51d9f0090498ed806430b1f1cde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:38:13.405026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:38:15.919809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:38:35.727632Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e243dc169d20224c142486d379b6a127471acf92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=ord_0. +Result preview: [{"ord_3": "m", "avg_measure": 1.5426829268292683}, {"ord_3": "f", "avg_measure": 1.4863295210864904}, {"ord_3": "e", "avg_measure": 1.4836622755613895}, {"ord_3": "a", "avg_measure": 1.483076312507087}, {"ord_3": "k", "avg_measure": 1.482651385443237}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8ee4d9b836a4e9fb1dbe527eae14244e34ca047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_fa5886a1bab92178 +-- problem_id: v2p_c14_30178715e70649dc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_3", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "ord_3") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..446e7debc3a71959a1575d85122aef788aa765c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"ord_3\",\n AVG(CAST(\"ord_0\" AS REAL)) OVER (PARTITION BY \"ord_3\") AS avg_measure\nFROM \"c14\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"ord_3\\\",\\n AVG(CAST(\\\"ord_0\\\" AS REAL)) OVER (PARTITION BY \\\"ord_3\\\") AS avg_measure\\nFROM \\\"c14\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"ord_3\", \"avg_measure\"], \"rows\": [{\"ord_3\": \"m\", \"avg_measure\": 1.5426829268292683}, {\"ord_3\": \"f\", \"avg_measure\": 1.4863295210864904}, {\"ord_3\": \"e\", \"avg_measure\": 1.4836622755613895}, {\"ord_3\": \"a\", \"avg_measure\": 1.483076312507087}, {\"ord_3\": \"k\", \"avg_measure\": 1.482651385443237}, {\"ord_3\": \"d\", \"avg_measure\": 1.4814018218623481}, {\"ord_3\": \"j\", \"avg_measure\": 1.4811133200795228}, {\"ord_3\": \"l\", \"avg_measure\": 1.4798748754290776}, {\"ord_3\": \"b\", \"avg_measure\": 1.4788519637462236}, {\"ord_3\": \"n\", \"avg_measure\": 1.478824115595416}, {\"ord_3\": \"o\", \"avg_measure\": 1.4774734982332156}, {\"ord_3\": \"c\", \"avg_measure\": 1.475950460829493}, {\"ord_3\": \"h\", \"avg_measure\": 1.47570735650768}, {\"ord_3\": \"i\", \"avg_measure\": 1.4756488876212208}, {\"ord_3\": \"g\", \"avg_measure\": 1.4721604175250653}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 960.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a9d30f9b685c41b3cb578272f29681e116e8561 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:38:13.134536+00:00", + "ended_at": "2026-05-04T08:38:37.573130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fa5886a1bab92178", + "problem_id": "v2p_c14_30178715e70649dc", + "dataset_id": "c14", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=ord_3, measure_col=ord_0.", + "bindings": { + "group_col": "ord_3", + "measure_col": "ord_0", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fa5886a1bab92178.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fa5886a1bab92178", + "api_calls": 0, + "input_tokens": 23853, + "cached_input_tokens": 22912, + "output_tokens": 154, + "total_tokens": 24007, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3762, + "estimated_output_tokens": 105, + "estimated_total_tokens": 3867, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23392.02, + "sql_execution_elapsed_ms_total": 960.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fa5886a1bab92178\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29b06bd9b2c8efc8f3ad8042b6c1a5bcb97ac4f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa5886a1bab92178/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:38:36.605580+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23392.02, "started_at": "2026-05-04T08:38:13.192660+00:00", "ended_at": "2026-05-04T08:38:36.584733+00:00", "prompt_metrics": {"chars": 11763, "bytes_utf8": 11763, "lines": 396, "estimated_tokens": 3762}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 23853, "cached_input_tokens": 22912, "output_tokens": 154}, "stderr_preview": "2026-05-04T08:38:13.405026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:38:15.919809Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c981bb240a8862cd26042a75d04aea96db775bbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_fa58ca303ecd657a\n-- problem_id: v2p_c14_28a0d1fed3128d0a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ord_4\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"ord_4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_fa58ca303ecd657a\\n-- problem_id: v2p_c14_28a0d1fed3128d0a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ord_4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"ord_4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ord_4\", \"support\", \"avg_response\"], \"rows\": [{\"ord_4\": \"L\", \"support\": 19066, \"avg_response\": 5.79765026749187}, {\"ord_4\": \"G\", \"support\": 18899, \"avg_response\": 5.798560770411133}, {\"ord_4\": \"S\", \"support\": 18875, \"avg_response\": 5.755973509933775}, {\"ord_4\": \"A\", \"support\": 18258, \"avg_response\": 5.758188191477708}, {\"ord_4\": \"R\", \"support\": 16927, \"avg_response\": 5.8191646481951915}, {\"ord_4\": \"Q\", \"support\": 15925, \"avg_response\": 5.7208163265306125}, {\"ord_4\": \"K\", \"support\": 14698, \"avg_response\": 5.781875085045584}, {\"ord_4\": \"I\", \"support\": 14644, \"avg_response\": 5.756419011199126}, {\"ord_4\": \"Z\", \"support\": 14232, \"avg_response\": 5.736790331646993}, {\"ord_4\": \"T\", \"support\": 14220, \"avg_response\": 5.765682137834037}, {\"ord_4\": \"V\", \"support\": 14143, \"avg_response\": 5.7680831506752455}, {\"ord_4\": \"J\", \"support\": 12878, \"avg_response\": 5.756328622456904}, {\"ord_4\": \"P\", \"support\": 12839, \"avg_response\": 5.768907235766026}, {\"ord_4\": \"U\", \"support\": 12775, \"avg_response\": 5.723757338551859}, {\"ord_4\": \"H\", \"support\": 12743, \"avg_response\": 5.778702032488425}, {\"ord_4\": \"F\", \"support\": 11717, \"avg_response\": 5.753349833575148}, {\"ord_4\": \"E\", \"support\": 11303, \"avg_response\": 5.83791913651243}, {\"ord_4\": \"W\", \"support\": 9197, \"avg_response\": 5.77916711971295}, {\"ord_4\": \"Y\", \"support\": 8490, \"avg_response\": 5.7461719670200235}, {\"ord_4\": \"X\", \"support\": 6292, \"avg_response\": 5.8080101716465355}, {\"ord_4\": \"B\", \"support\": 6169, \"avg_response\": 5.802723293888799}, {\"ord_4\": \"O\", \"support\": 5836, \"avg_response\": 5.758910212474298}, {\"ord_4\": \"D\", \"support\": 3974, \"avg_response\": 5.866129843985909}, {\"ord_4\": \"C\", \"support\": 3575, \"avg_response\": 5.701258741258742}, {\"ord_4\": \"N\", \"support\": 2166, \"avg_response\": 5.7645429362880884}, {\"ord_4\": \"M\", \"support\": 159, \"avg_response\": 5.761006289308176}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 302.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..941dd4db92ae7b01c5d448b79b4ab32ad99da703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:25.284876+00:00", + "ended_at": "2026-05-04T09:00:25.594773+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fa58ca303ecd657a", + "problem_id": "v2p_c14_28a0d1fed3128d0a", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=ord_4.", + "bindings": { + "key_col": "ord_4", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fa58ca303ecd657a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa58ca303ecd657a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a812c7b1c6405ffad15c7dc21312b9efa6a92cfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 12085, "bytes_utf8": 12085, "lines": 398, "estimated_tokens": 3868}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 23959, "cached_input_tokens": 22912, "output_tokens": 238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..048d4b4c05a9457496d99b7eb2f624613b15c3ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fa67ea44189197fa", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 238, + "total_tokens": 24197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 163, + "estimated_total_tokens": 4031, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13371.58, + "sql_execution_elapsed_ms_total": 559.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fa67ea44189197fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..09adaa1ed2d3f66c671e165dd1b86dd9326ceb96 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:33:57.203963+00:00", + "ended_at": "2026-05-04T08:34:10.575756+00:00", + "elapsed_ms": 13371.58, + "prompt_metrics": { + "chars": 12085, + "bytes_utf8": 12085, + "lines": 398, + "estimated_tokens": 3868 + }, + "stdout_metrics": { + "chars": 902, + "bytes_utf8": 902, + "lines": 4, + "estimated_tokens": 288 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 548, + "bytes_utf8": 548, + "lines": 1, + "estimated_tokens": 163 + }, + "usage": { + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 238 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad180d183532df4558bb2750e4895d641b8ba7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,398 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, measure_col=day.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "item_col": "ord_5", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5c6343df8593555b77709d6f31af4f6cf24f37d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df21f-6668-7ba2-b2e5-f3e865ac66aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_1\\\", \\\"ord_5\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"nom_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\", \\\"ord_5\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"nom_1\\\", item_col=\\\"ord_5\\\", and measure_col=\\\"day\\\". Cast \\\"day\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23959,"cached_input_tokens":22912,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27b7f18674cd05eab509be2a3d92c202727b7979 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_1\", \"ord_5\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"nom_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_1\", \"ord_5\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"nom_1\", item_col=\"ord_5\", and measure_col=\"day\". Cast \"day\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..068e24d3def4d2e8417a08113e6e8f253b4f6354 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:33:57.408045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:33:59.788504Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:34:09.534289Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..12821a214a1e18f0ce0965997ee15e295649a908 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, measure_col=day. +Result preview: [{"nom_1": "Square", "ord_5": "od", "total_measure": 2680.0, "share_within_group": 1.803074645944764}, {"nom_1": "Polygon", "ord_5": "od", "total_measure": 1847.0, "share_within_group": 1.7014103190029202}, {"nom_1": "Trapezoid", "ord_5": "od", "total_measure": 5187.0, "share_within_group": 1.6964896042178388}, {"nom_1": "Circle", "ord_5": "od", "total_measure": 1891.0, "share_within_group": 1.687022151644646}, {"nom_1": "Star", "ord_5": "od", "total_measure": 2312.0, "share_within_group": 1.6818459568772368}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcbafb01372520a514451d84607da69efc867432 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_fa67ea44189197fa +-- problem_id: v2p_c14_5222714a7d5e858c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", "ord_5", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "nom_1") AS share_within_group +FROM "c14" +GROUP BY "nom_1", "ord_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d109092d6cfddfaf383acb4dcafa3554ba8ff6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"nom_1\", \"ord_5\",\n SUM(CAST(\"day\" AS REAL)) AS total_measure,\n SUM(CAST(\"day\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"day\" AS REAL))) OVER (PARTITION BY \"nom_1\") AS share_within_group\nFROM \"c14\"\nGROUP BY \"nom_1\", \"ord_5\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"nom_1\\\", \\\"ord_5\\\",\\n SUM(CAST(\\\"day\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"day\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"day\\\" AS REAL))) OVER (PARTITION BY \\\"nom_1\\\") AS share_within_group\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_1\\\", \\\"ord_5\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"nom_1\", \"ord_5\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"nom_1\": \"Square\", \"ord_5\": \"od\", \"total_measure\": 2680.0, \"share_within_group\": 1.803074645944764}, {\"nom_1\": \"Polygon\", \"ord_5\": \"od\", \"total_measure\": 1847.0, \"share_within_group\": 1.7014103190029202}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"od\", \"total_measure\": 5187.0, \"share_within_group\": 1.6964896042178388}, {\"nom_1\": \"Circle\", \"ord_5\": \"od\", \"total_measure\": 1891.0, \"share_within_group\": 1.687022151644646}, {\"nom_1\": \"Star\", \"ord_5\": \"od\", \"total_measure\": 2312.0, \"share_within_group\": 1.6818459568772368}, {\"nom_1\": \"Triangle\", \"ord_5\": \"od\", \"total_measure\": 1444.0, \"share_within_group\": 1.607212421392398}, {\"nom_1\": \"Square\", \"ord_5\": \"fO\", \"total_measure\": 1837.0, \"share_within_group\": 1.2359134793285564}, {\"nom_1\": \"Triangle\", \"ord_5\": \"fO\", \"total_measure\": 1044.0, \"share_within_group\": 1.162001224330792}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"fO\", \"total_measure\": 3437.0, \"share_within_group\": 1.1241246905141145}, {\"nom_1\": \"Triangle\", \"ord_5\": \"qP\", \"total_measure\": 1006.0, \"share_within_group\": 1.1197061606099394}, {\"nom_1\": \"Star\", \"ord_5\": \"fO\", \"total_measure\": 1521.0, \"share_within_group\": 1.1064393167864521}, {\"nom_1\": \"Polygon\", \"ord_5\": \"fO\", \"total_measure\": 1177.0, \"share_within_group\": 1.0842230349033226}, {\"nom_1\": \"Circle\", \"ord_5\": \"fO\", \"total_measure\": 1203.0, \"share_within_group\": 1.0732351393064563}, {\"nom_1\": \"Square\", \"ord_5\": \"ek\", \"total_measure\": 1577.0, \"share_within_group\": 1.0609883271100347}, {\"nom_1\": \"Polygon\", \"ord_5\": \"qP\", \"total_measure\": 1146.0, \"share_within_group\": 1.0556666083255801}, {\"nom_1\": \"Triangle\", \"ord_5\": \"Gb\", \"total_measure\": 945.0, \"share_within_group\": 1.0518114530580445}, {\"nom_1\": \"Star\", \"ord_5\": \"Xi\", \"total_measure\": 1423.0, \"share_within_group\": 1.035149998545116}, {\"nom_1\": \"Square\", \"ord_5\": \"sD\", \"total_measure\": 1535.0, \"share_within_group\": 1.0327311871362734}, {\"nom_1\": \"Square\", \"ord_5\": \"Zq\", \"total_measure\": 1527.0, \"share_within_group\": 1.027348874760319}, {\"nom_1\": \"Polygon\", \"ord_5\": \"PQ\", \"total_measure\": 1114.0, \"share_within_group\": 1.0261890066969426}, {\"nom_1\": \"Circle\", \"ord_5\": \"ac\", \"total_measure\": 1132.0, \"share_within_group\": 1.0098937470448117}, {\"nom_1\": \"Circle\", \"ord_5\": \"TZ\", \"total_measure\": 1131.0, \"share_within_group\": 1.0090016147594365}, {\"nom_1\": \"Star\", \"ord_5\": \"CZ\", \"total_measure\": 1385.0, \"share_within_group\": 1.0075072016760265}, {\"nom_1\": \"Circle\", \"ord_5\": \"tP\", \"total_measure\": 1129.0, \"share_within_group\": 1.007217350188686}, {\"nom_1\": \"Polygon\", \"ord_5\": \"Zq\", \"total_measure\": 1090.0, \"share_within_group\": 1.0040808054754644}, {\"nom_1\": \"Circle\", \"ord_5\": \"sD\", \"total_measure\": 1125.0, \"share_within_group\": 1.0036488210471848}, {\"nom_1\": \"Triangle\", \"ord_5\": \"dP\", \"total_measure\": 888.0, \"share_within_group\": 0.9883688574767655}, {\"nom_1\": \"Star\", \"ord_5\": \"Zq\", \"total_measure\": 1342.0, \"share_within_group\": 0.976227194692583}, {\"nom_1\": \"Star\", \"ord_5\": \"Bd\", \"total_measure\": 1341.0, \"share_within_group\": 0.9754997526697122}, {\"nom_1\": \"Triangle\", \"ord_5\": \"ac\", \"total_measure\": 874.0, \"share_within_group\": 0.9727864655796093}, {\"nom_1\": \"Polygon\", \"ord_5\": \"Gb\", \"total_measure\": 1055.0, \"share_within_group\": 0.9718396786941422}, {\"nom_1\": \"Circle\", \"ord_5\": \"Gb\", \"total_measure\": 1086.0, \"share_within_group\": 0.9688556619175491}, {\"nom_1\": \"Square\", \"ord_5\": \"on\", \"total_measure\": 1437.0, \"share_within_group\": 0.9667978605308306}, {\"nom_1\": \"Square\", \"ord_5\": \"Xi\", \"total_measure\": 1435.0, \"share_within_group\": 0.9654522824368419}, {\"nom_1\": \"Triangle\", \"ord_5\": \"Zq\", \"total_measure\": 867.0, \"share_within_group\": 0.9649952696310312}, {\"nom_1\": \"Triangle\", \"ord_5\": \"CZ\", \"total_measure\": 861.0, \"share_within_group\": 0.9583171016751071}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"Gb\", \"total_measure\": 2913.0, \"share_within_group\": 0.9527422820679707}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"Zq\", \"total_measure\": 2912.0, \"share_within_group\": 0.9524152164029972}, {\"nom_1\": \"Polygon\", \"ord_5\": \"TZ\", \"total_measure\": 1033.0, \"share_within_group\": 0.951573827574454}, {\"nom_1\": \"Polygon\", \"ord_5\": \"hp\", \"total_measure\": 1028.0, \"share_within_group\": 0.9469679523199793}, {\"nom_1\": \"Polygon\", \"ord_5\": \"Bd\", \"total_measure\": 1022.0, \"share_within_group\": 0.9414409020146098}, {\"nom_1\": \"Triangle\", \"ord_5\": \"sD\", \"total_measure\": 845.0, \"share_within_group\": 0.9405086537926429}, {\"nom_1\": \"Star\", \"ord_5\": \"gJ\", \"total_measure\": 1291.0, \"share_within_group\": 0.9391276515261734}, {\"nom_1\": \"Trapezoid\", \"ord_5\": \"qP\", \"total_measure\": 2866.0, \"share_within_group\": 0.9373701958142137}, {\"nom_1\": \"Square\", \"ord_5\": \"Eg\", \"total_measure\": 1391.0, \"share_within_group\": 0.9358495643690921}, {\"nom_1\": \"Circle\", \"ord_5\": \"CZ\", \"total_measure\": 1049.0, \"share_within_group\": 0.9358467673586639}, {\"nom_1\": \"Circle\", \"ord_5\": \"ek\", \"total_measure\": 1049.0, \"share_within_group\": 0.9358467673586639}, {\"nom_1\": \"Star\", \"ord_5\": \"TZ\", \"total_measure\": 1280.0, \"share_within_group\": 0.9311257892745948}, {\"nom_1\": \"Polygon\", \"ord_5\": \"ac\", \"total_measure\": 1010.0, \"share_within_group\": 0.9303868014038708}, {\"nom_1\": \"Triangle\", \"ord_5\": \"Xi\", \"total_measure\": 835.0, \"share_within_group\": 0.9293783738661028}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 559.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14c63a4c4a45421613837cc7138ace6561f3731e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:33:57.147533+00:00", + "ended_at": "2026-05-04T08:34:11.167697+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fa67ea44189197fa", + "problem_id": "v2p_c14_5222714a7d5e858c", + "dataset_id": "c14", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=nom_1, measure_col=day.", + "bindings": { + "group_col": "nom_1", + "measure_col": "day", + "item_col": "ord_5", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fa67ea44189197fa.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fa67ea44189197fa", + "api_calls": 0, + "input_tokens": 23959, + "cached_input_tokens": 22912, + "output_tokens": 238, + "total_tokens": 24197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3868, + "estimated_output_tokens": 163, + "estimated_total_tokens": 4031, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13371.58, + "sql_execution_elapsed_ms_total": 559.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fa67ea44189197fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7987a8fa86de3604c1b5ef0042e72828c849afc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fa67ea44189197fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:34:10.599386+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13371.58, "started_at": "2026-05-04T08:33:57.203963+00:00", "ended_at": "2026-05-04T08:34:10.575756+00:00", "prompt_metrics": {"chars": 12085, "bytes_utf8": 12085, "lines": 398, "estimated_tokens": 3868}, "response_metrics": {"chars": 548, "bytes_utf8": 548, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 23959, "cached_input_tokens": 22912, "output_tokens": 238}, "stderr_preview": "2026-05-04T08:33:57.408045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:33:59.788504Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "target_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_3, target_col=target.", + "planned_template_id": "tpl_c2_two_dim_target_rate", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9d5d825b58ed72969d13d6889cbd25b6cc17e14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df218-ca85-7af3-9462-f1d0104b6fda"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\",\"notes\":\"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\\\"bin_3\\\", group_col_2=\\\"ord_3\\\", target_col=\\\"target\\\", target_value='1'. Uses only the single provided table and SQLite-compatible syntax.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23943,"cached_input_tokens":23424,"output_tokens":168}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..230ddb24a9078de3462501818ea57ed1b65df4e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_3\"\nORDER BY \"target_rate\" DESC;","notes":"Applied the provided Two-Axis Target Rate Surface template with fixed bindings: group_col=\"bin_3\", group_col_2=\"ord_3\", target_col=\"target\", target_value='1'. Uses only the single provided table and SQLite-compatible syntax."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b13a5a87c49b4aa1d00303739cfdec6221bf6b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:26:44.309696Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:26:46.796732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:26:57.808523Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a664989fe5b2052a525168cc472b93b55f9d938 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_3, target_col=target. +Result preview: [{"bin_3": "F", "ord_3": "o", "target_rate": 0.445219306294733}, {"bin_3": "T", "ord_3": "o", "target_rate": 0.4229262476579799}, {"bin_3": "T", "ord_3": "n", "target_rate": 0.40364711680630855}, {"bin_3": "F", "ord_3": "n", "target_rate": 0.3959697732997481}, {"bin_3": "F", "ord_3": "l", "target_rate": 0.38245554805311727}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fc78678d70c40aea27844afb4f816fe351b777e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_fbb82cd24518df63 +-- problem_id: v2p_c14_16da244a13d4648e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_3", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78acad4df91de7f07eca60ade9a267440b986435 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_two_dim_target_rate\nSELECT \"bin_3\", \"ord_3\",\n AVG(CASE WHEN \"target\" = '1' THEN 1 ELSE 0 END) AS \"target_rate\"\nFROM \"c14\"\nGROUP BY \"bin_3\", \"ord_3\"\nORDER BY \"target_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_two_dim_target_rate\\nSELECT \\\"bin_3\\\", \\\"ord_3\\\",\\n AVG(CASE WHEN \\\"target\\\" = '1' THEN 1 ELSE 0 END) AS \\\"target_rate\\\"\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_3\\\", \\\"ord_3\\\"\\nORDER BY \\\"target_rate\\\" DESC;\", \"columns\": [\"bin_3\", \"ord_3\", \"target_rate\"], \"rows\": [{\"bin_3\": \"F\", \"ord_3\": \"o\", \"target_rate\": 0.445219306294733}, {\"bin_3\": \"T\", \"ord_3\": \"o\", \"target_rate\": 0.4229262476579799}, {\"bin_3\": \"T\", \"ord_3\": \"n\", \"target_rate\": 0.40364711680630855}, {\"bin_3\": \"F\", \"ord_3\": \"n\", \"target_rate\": 0.3959697732997481}, {\"bin_3\": \"F\", \"ord_3\": \"l\", \"target_rate\": 0.38245554805311727}, {\"bin_3\": \"F\", \"ord_3\": \"m\", \"target_rate\": 0.38}, {\"bin_3\": \"T\", \"ord_3\": \"l\", \"target_rate\": 0.37619877942458585}, {\"bin_3\": \"F\", \"ord_3\": \"k\", \"target_rate\": 0.3680074301636065}, {\"bin_3\": \"T\", \"ord_3\": \"k\", \"target_rate\": 0.3625359048009848}, {\"bin_3\": \"T\", \"ord_3\": \"m\", \"target_rate\": 0.3595505617977528}, {\"bin_3\": \"F\", \"ord_3\": \"j\", \"target_rate\": 0.3458030738051005}, {\"bin_3\": \"T\", \"ord_3\": \"j\", \"target_rate\": 0.3393986723935963}, {\"bin_3\": \"T\", \"ord_3\": \"i\", \"target_rate\": 0.33184855233853006}, {\"bin_3\": \"F\", \"ord_3\": \"i\", \"target_rate\": 0.3283625730994152}, {\"bin_3\": \"F\", \"ord_3\": \"h\", \"target_rate\": 0.313832010029252}, {\"bin_3\": \"T\", \"ord_3\": \"h\", \"target_rate\": 0.300587084148728}, {\"bin_3\": \"F\", \"ord_3\": \"g\", \"target_rate\": 0.2961387800783436}, {\"bin_3\": \"T\", \"ord_3\": \"g\", \"target_rate\": 0.28346371729161046}, {\"bin_3\": \"F\", \"ord_3\": \"f\", \"target_rate\": 0.2767537826685007}, {\"bin_3\": \"T\", \"ord_3\": \"f\", \"target_rate\": 0.2733687603449778}, {\"bin_3\": \"F\", \"ord_3\": \"e\", \"target_rate\": 0.26306670516892866}, {\"bin_3\": \"T\", \"ord_3\": \"e\", \"target_rate\": 0.2562602814841894}, {\"bin_3\": \"F\", \"ord_3\": \"d\", \"target_rate\": 0.2449553001277139}, {\"bin_3\": \"T\", \"ord_3\": \"d\", \"target_rate\": 0.23790423665078966}, {\"bin_3\": \"F\", \"ord_3\": \"c\", \"target_rate\": 0.23737226277372261}, {\"bin_3\": \"F\", \"ord_3\": \"b\", \"target_rate\": 0.23050673946425523}, {\"bin_3\": \"T\", \"ord_3\": \"c\", \"target_rate\": 0.22875816993464052}, {\"bin_3\": \"T\", \"ord_3\": \"b\", \"target_rate\": 0.21073492981007433}, {\"bin_3\": \"F\", \"ord_3\": \"a\", \"target_rate\": 0.20793742757821554}, {\"bin_3\": \"T\", \"ord_3\": \"a\", \"target_rate\": 0.20531749555950266}], \"row_count_returned\": 30, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 497.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb64ffabe719f24e2a917168edf6164e3ef55e86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:26:44.027848+00:00", + "ended_at": "2026-05-04T08:26:59.280482+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fbb82cd24518df63", + "problem_id": "v2p_c14_16da244a13d4648e", + "dataset_id": "c14", + "template_id": "tpl_c2_two_dim_target_rate", + "template_name": "Two-Axis Target Rate Surface", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Two-Axis Target Rate Surface to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=bin_3, group_col_2=ord_3, target_col=target.", + "bindings": { + "group_col": "bin_3", + "group_col_2": "ord_3", + "target_col": "target", + "target_value": "1", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "target_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n AVG(CASE WHEN {target_col} = {target_value} THEN 1 ELSE 0 END) AS target_rate\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY target_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fbb82cd24518df63.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fbb82cd24518df63", + "api_calls": 0, + "input_tokens": 23943, + "cached_input_tokens": 23424, + "output_tokens": 168, + "total_tokens": 24111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3852, + "estimated_output_tokens": 135, + "estimated_total_tokens": 3987, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14667.82, + "sql_execution_elapsed_ms_total": 497.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fbb82cd24518df63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fae891c4dfca095dc0eeda1537d5e7b3d4f0b0ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fbb82cd24518df63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:26:58.773981+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14667.82, "started_at": "2026-05-04T08:26:44.085556+00:00", "ended_at": "2026-05-04T08:26:58.753421+00:00", "prompt_metrics": {"chars": 11971, "bytes_utf8": 11971, "lines": 399, "estimated_tokens": 3852}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 23943, "cached_input_tokens": 23424, "output_tokens": 168}, "stderr_preview": "2026-05-04T08:26:44.309696Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:26:46.796732Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0edaa30dfcd29adc48389f23444e62f7418b4392 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: c14\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_c14_fcc5f18e570ecbc7\n-- problem_id: v2p_c14_8701649a1add5249\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"nom_8\",\n COUNT(*) AS support,\n AVG(\"month\") AS avg_response\nFROM \"c14\"\nGROUP BY \"nom_8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: c14\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_c14_fcc5f18e570ecbc7\\n-- problem_id: v2p_c14_8701649a1add5249\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"nom_8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"month\\\") AS avg_response\\nFROM \\\"c14\\\"\\nGROUP BY \\\"nom_8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"nom_8\", \"support\", \"avg_response\"], \"rows\": [{\"nom_8\": \"c720f85ca\", \"support\": 299, \"avg_response\": 5.561872909698996}, {\"nom_8\": \"9ff6898e5\", \"support\": 294, \"avg_response\": 5.336734693877551}, {\"nom_8\": \"3cec7c3f5\", \"support\": 292, \"avg_response\": 5.390410958904109}, {\"nom_8\": \"d69adef8b\", \"support\": 288, \"avg_response\": 5.895833333333333}, {\"nom_8\": \"bb2c599dd\", \"support\": 287, \"avg_response\": 5.7770034843205575}, {\"nom_8\": \"fdcd0dada\", \"support\": 287, \"avg_response\": 5.7212543554006965}, {\"nom_8\": \"17ba84114\", \"support\": 287, \"avg_response\": 5.501742160278746}, {\"nom_8\": \"5013e2094\", \"support\": 286, \"avg_response\": 5.9020979020979025}, {\"nom_8\": \"beacd1432\", \"support\": 286, \"avg_response\": 5.678321678321678}, {\"nom_8\": \"db3352558\", \"support\": 286, \"avg_response\": 5.433566433566433}, {\"nom_8\": \"6f08eb834\", \"support\": 285, \"avg_response\": 5.824561403508772}, {\"nom_8\": \"b7f127f12\", \"support\": 285, \"avg_response\": 5.796491228070176}, {\"nom_8\": \"9b6150ff9\", \"support\": 285, \"avg_response\": 5.617543859649123}, {\"nom_8\": \"0bda6bd36\", \"support\": 285, \"avg_response\": 5.2105263157894735}, {\"nom_8\": \"d1316ead6\", \"support\": 284, \"avg_response\": 5.947183098591549}, {\"nom_8\": \"0ec45f250\", \"support\": 283, \"avg_response\": 5.575971731448763}, {\"nom_8\": \"f0c4b003b\", \"support\": 282, \"avg_response\": 5.76241134751773}, {\"nom_8\": \"6091ae118\", \"support\": 282, \"avg_response\": 5.723404255319149}, {\"nom_8\": \"9c093c194\", \"support\": 281, \"avg_response\": 5.943060498220641}, {\"nom_8\": \"0f3836e8e\", \"support\": 281, \"avg_response\": 5.683274021352313}, {\"nom_8\": \"d9e105c14\", \"support\": 280, \"avg_response\": 6.196428571428571}, {\"nom_8\": \"3915fff41\", \"support\": 280, \"avg_response\": 5.996428571428571}, {\"nom_8\": \"cf61d0c57\", \"support\": 280, \"avg_response\": 5.739285714285714}, {\"nom_8\": \"f4e2b7052\", \"support\": 279, \"avg_response\": 5.433691756272402}, {\"nom_8\": \"01dfa4ee9\", \"support\": 279, \"avg_response\": 5.333333333333333}, {\"nom_8\": \"de9c9f684\", \"support\": 278, \"avg_response\": 6.226618705035971}, {\"nom_8\": \"c72b78ad7\", \"support\": 278, \"avg_response\": 5.960431654676259}, {\"nom_8\": \"053b5acae\", \"support\": 278, \"avg_response\": 5.654676258992806}, {\"nom_8\": \"a4ba24658\", \"support\": 278, \"avg_response\": 5.460431654676259}, {\"nom_8\": \"5ab5c0eaa\", \"support\": 278, \"avg_response\": 5.438848920863309}, {\"nom_8\": \"5213ff772\", \"support\": 277, \"avg_response\": 5.974729241877256}, {\"nom_8\": \"1abfd700c\", \"support\": 277, \"avg_response\": 5.783393501805054}, {\"nom_8\": \"e33c9683a\", \"support\": 277, \"avg_response\": 5.256317689530686}, {\"nom_8\": \"a666f7dc4\", \"support\": 276, \"avg_response\": 5.884057971014493}, {\"nom_8\": \"f7234f3a4\", \"support\": 276, \"avg_response\": 5.840579710144928}, {\"nom_8\": \"edfc6cc92\", \"support\": 276, \"avg_response\": 5.760869565217392}, {\"nom_8\": \"8a2663908\", \"support\": 275, \"avg_response\": 5.974545454545455}, {\"nom_8\": \"5fc70d251\", \"support\": 275, \"avg_response\": 5.930909090909091}, {\"nom_8\": \"8a9cb6fd2\", \"support\": 275, \"avg_response\": 5.84}, {\"nom_8\": \"63572f4db\", \"support\": 274, \"avg_response\": 6.032846715328467}, {\"nom_8\": \"4d70170c4\", \"support\": 274, \"avg_response\": 6.029197080291971}, {\"nom_8\": \"dab3adf54\", \"support\": 274, \"avg_response\": 5.927007299270073}, {\"nom_8\": \"afbb3506a\", \"support\": 274, \"avg_response\": 5.481751824817518}, {\"nom_8\": \"4bbe95f85\", \"support\": 273, \"avg_response\": 6.124542124542124}, {\"nom_8\": \"e9e0e972d\", \"support\": 273, \"avg_response\": 5.915750915750916}, {\"nom_8\": \"c9180665d\", \"support\": 273, \"avg_response\": 5.8791208791208796}, {\"nom_8\": \"9ed47e9be\", \"support\": 273, \"avg_response\": 5.553113553113553}, {\"nom_8\": \"c389000ab\", \"support\": 271, \"avg_response\": 5.453874538745388}, {\"nom_8\": \"2c15d0173\", \"support\": 271, \"avg_response\": 5.413284132841328}, {\"nom_8\": \"b14330b87\", \"support\": 270, \"avg_response\": 6.048148148148148}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 373.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27e6392285eba1069fb81aca73dbd678aaa34d16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T09:00:22.389770+00:00", + "ended_at": "2026-05-04T09:00:22.771319+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fcc5f18e570ecbc7", + "problem_id": "v2p_c14_8701649a1add5249", + "dataset_id": "c14", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=month, key_col=nom_8.", + "bindings": { + "key_col": "nom_8", + "measure_col": "month", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fcc5f18e570ecbc7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fcc5f18e570ecbc7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98baa12e54a04645e5e6baa4674ad2f26b025fd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 23424, "output_tokens": 81}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..787b0b07201bc34c2dbd6eb46ea0f0a7717311eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fe0935eb4a0a19cb", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 23424, + "output_tokens": 81, + "total_tokens": 23895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10563.01, + "sql_execution_elapsed_ms_total": 143.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fe0935eb4a0a19cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..eb22dd0ef45976f4eb9e645f3561ad162f4f214a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:22.909845+00:00", + "ended_at": "2026-05-04T08:08:33.472291+00:00", + "elapsed_ms": 10563.01, + "prompt_metrics": { + "chars": 11597, + "bytes_utf8": 11597, + "lines": 394, + "estimated_tokens": 3723 + }, + "stdout_metrics": { + "chars": 598, + "bytes_utf8": 598, + "lines": 4, + "estimated_tokens": 178 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13262 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 279, + "bytes_utf8": 279, + "lines": 1, + "estimated_tokens": 77 + }, + "usage": { + "input_tokens": 23814, + "cached_input_tokens": 23424, + "output_tokens": 81 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb3cdd02aeff3c767cd13b5660b555157d40a740 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,394 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: c14 +- dataset_name: Cat In The Dat +- table_name: c14 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 24 feature columns and target `target`. +- task_type: classification +- target_column: target +- main_row_count: 300000 +- important_fields: +- id: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for id. +- bin_0: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 0. +- bin_1: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 1. +- bin_2: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 2. +- bin_3: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 3. +- bin_4: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for bin 4. +- nom_0: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 0. +- nom_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 1. +- nom_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 2. +- nom_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 3. +- nom_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for nom 4. +- nom_5: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 5. +- nom_6: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 6. +- nom_7: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 7. +- nom_8: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 8. +- nom_9: role=feature, type=categorical_nominal. tags=['condition_candidate', 'high_cardinality_candidate'] desc=Categorical field for nom 9. +- ord_0: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for ord 0. +- ord_1: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 1. +- ord_2: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 2. +- ord_3: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 3. +- ord_4: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for ord 4. +- ord_5: role=feature, type=categorical_nominal. tags=['condition_candidate'] desc=Categorical field for ord 5. +- day: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for day. +- month: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for month. +- target: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for target. +- useful_field_combinations: [['bin_0', 'bin_1', 'target'], ['bin_0', 'ord_0', 'target'], ['bin_0', 'bin_0', 'target']] +- fields_requiring_caution: ['target', 'nom_5', 'nom_6', 'nom_7'] +- source_url: https://www.kaggle.com/c/cat-in-the-dat + +SQLite schema snapshot: +{ + "table_name": "c14", + "quoted_table_name": "\"c14\"", + "row_count": 300000, + "columns": [ + { + "name": "id", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "bin_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "nom_9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_0", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ord_5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "day", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "target", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "id": "0", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Triangle", + "nom_2": "Snake", + "nom_3": "Finland", + "nom_4": "Bassoon", + "nom_5": "50f116bcf", + "nom_6": "3ac1b8814", + "nom_7": "68f6ad3e9", + "nom_8": "c389000ab", + "nom_9": "2f4cb3d51", + "ord_0": "2", + "ord_1": "Grandmaster", + "ord_2": "Cold", + "ord_3": "h", + "ord_4": "D", + "ord_5": "kr", + "day": "2", + "month": "2", + "target": "0" + }, + { + "id": "1", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "T", + "bin_4": "Y", + "nom_0": "Green", + "nom_1": "Trapezoid", + "nom_2": "Hamster", + "nom_3": "Russia", + "nom_4": "Piano", + "nom_5": "b3b4d25d0", + "nom_6": "fbcb50fc1", + "nom_7": "3b6dd5612", + "nom_8": "4cd920251", + "nom_9": "f83c56c21", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Hot", + "ord_3": "a", + "ord_4": "A", + "ord_5": "bF", + "day": "7", + "month": "8", + "target": "0" + }, + { + "id": "2", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Blue", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Russia", + "nom_4": "Theremin", + "nom_5": "3263bdce5", + "nom_6": "0922e3cb8", + "nom_7": "a6a36f527", + "nom_8": "de9c9f684", + "nom_9": "ae6800dd0", + "ord_0": "1", + "ord_1": "Expert", + "ord_2": "Lava Hot", + "ord_3": "h", + "ord_4": "R", + "ord_5": "Jc", + "day": "7", + "month": "2", + "target": "0" + }, + { + "id": "3", + "bin_0": "0", + "bin_1": "1", + "bin_2": "0", + "bin_3": "F", + "bin_4": "Y", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Snake", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "f12246592", + "nom_6": "50d7ad46a", + "nom_7": "ec69236eb", + "nom_8": "4ade6ab69", + "nom_9": "8270f0d71", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Boiling Hot", + "ord_3": "i", + "ord_4": "D", + "ord_5": "kW", + "day": "2", + "month": "1", + "target": "1" + }, + { + "id": "4", + "bin_0": "0", + "bin_1": "0", + "bin_2": "0", + "bin_3": "F", + "bin_4": "N", + "nom_0": "Red", + "nom_1": "Trapezoid", + "nom_2": "Lion", + "nom_3": "Canada", + "nom_4": "Oboe", + "nom_5": "5b0f5acd5", + "nom_6": "1fe17a1fd", + "nom_7": "04ddac2be", + "nom_8": "cb43ab175", + "nom_9": "b164b72a7", + "ord_0": "1", + "ord_1": "Grandmaster", + "ord_2": "Freezing", + "ord_3": "a", + "ord_4": "R", + "ord_5": "qP", + "day": "7", + "month": "8", + "target": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "c14", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "bin_1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9ed13356897b514bf631f3f896b1f7ca4cfe0b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-fcf0-7d53-b2d9-16c447e729e2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"bin_1\\\" on the single table \\\"c14\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23814,"cached_input_tokens":23424,"output_tokens":81}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..539593eee8e0d337f8dd6758110a43ee757cacb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"bin_1\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"bin_1\" on the single table \"c14\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2676f6deae8c4da73cb97be73a4bafc4518ed4dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:23.096961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:25.536926Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:32.691528Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5893952dfabcad137592d227203c534cc86cd9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1. +Result preview: [{"bin_1": "0", "row_count": 223018}, {"bin_1": "1", "row_count": 76982}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..185ba94ebf69bce81ab6f893fe250e5b2712cd87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_fe0935eb4a0a19cb +-- problem_id: v2p_c14_cc9b22f3e28dd768 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab0ec4b70464e8db95bcb71c04e9aa0ba6f5ee48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"bin_1\", COUNT(*) AS row_count\nFROM \"c14\"\nGROUP BY \"bin_1\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"bin_1\\\", COUNT(*) AS row_count\\nFROM \\\"c14\\\"\\nGROUP BY \\\"bin_1\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"bin_1\", \"row_count\"], \"rows\": [{\"bin_1\": \"0\", \"row_count\": 223018}, {\"bin_1\": \"1\", \"row_count\": 76982}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 143.49}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9cbbbbe6c88d418279c46274bdbc107c2799c44a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "c14", + "started_at": "2026-05-04T08:08:22.882659+00:00", + "ended_at": "2026-05-04T08:08:33.633953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_c14_fe0935eb4a0a19cb", + "problem_id": "v2p_c14_cc9b22f3e28dd768", + "dataset_id": "c14", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=bin_1.", + "bindings": { + "group_col": "bin_1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.5, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\sql\\v2q_c14_fe0935eb4a0a19cb.sql", + "usage_summary": { + "dataset_id": "c14", + "model": "v2-cli:codex", + "run_id": "v2q_c14_fe0935eb4a0a19cb", + "api_calls": 0, + "input_tokens": 23814, + "cached_input_tokens": 23424, + "output_tokens": 81, + "total_tokens": 23895, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 3723, + "estimated_output_tokens": 77, + "estimated_total_tokens": 3800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10563.01, + "sql_execution_elapsed_ms_total": 143.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\c14\\artifacts\\v2q_c14_fe0935eb4a0a19cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0d21ee353aa480310577d458c393a0d1b4b0e27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/artifacts/v2q_c14_fe0935eb4a0a19cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:33.483520+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10563.01, "started_at": "2026-05-04T08:08:22.909845+00:00", "ended_at": "2026-05-04T08:08:33.472291+00:00", "prompt_metrics": {"chars": 11597, "bytes_utf8": 11597, "lines": 394, "estimated_tokens": 3723}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 23814, "cached_input_tokens": 23424, "output_tokens": 81}, "stderr_preview": "2026-05-04T08:08:23.096961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:25.536926Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5 + AND "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_021971a8483b37fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_021971a8483b37fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8f82a96be02acd3e33a23a4bf83ffa475d506d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_021971a8483b37fa.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_021971a8483b37fa +-- problem_id: v2p_c14_e8f06cd6fcd56f8b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_05d346ee6f9fdc89.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_05d346ee6f9fdc89.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1fa3cd31b566653ee1ea15c40d7db1d226492d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_05d346ee6f9fdc89.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_05d346ee6f9fdc89 +-- problem_id: v2p_c14_3458df68c757b9f1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_4" +ORDER BY support ASC, "ord_1", "ord_4" +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_060ed840f76d1bea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_060ed840f76d1bea.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbadef7c4e1f836c11b0bd538897003da0205320 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_060ed840f76d1bea.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_060ed840f76d1bea +-- problem_id: v2p_c14_a2b3deeb636839e9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_061ee8bedb20320f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_061ee8bedb20320f.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb20e568d6f1676e9833b502f28432f7ee58a26f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_061ee8bedb20320f.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_061ee8bedb20320f +-- problem_id: v2p_c14_28bcfa5b05633f28 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_069cdb4d85f1eab6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_069cdb4d85f1eab6.sql new file mode 100644 index 0000000000000000000000000000000000000000..97a07b4f4d7104334a217e10c19cede8988dc0fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_069cdb4d85f1eab6.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_069cdb4d85f1eab6 +-- problem_id: v2p_c14_3690cad4aa56eb87 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "month" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_06e97b7c62316d2a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_06e97b7c62316d2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..6414cfc4777df4e109e14f3cf78e51c0103688b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_06e97b7c62316d2a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_06e97b7c62316d2a +-- problem_id: v2p_c14_8885a97d1fd94e13 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_07fe12f9f709a2e3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_07fe12f9f709a2e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..7607daf71904409386fd17f68d19bd249ac28940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_07fe12f9f709a2e3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_07fe12f9f709a2e3 +-- problem_id: v2p_c14_18436ee55563519a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_089dbffa6b807c1c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_089dbffa6b807c1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dc76c9a318768eb71fa5a775c3e10aaa2c10043 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_089dbffa6b807c1c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_089dbffa6b807c1c +-- problem_id: v2p_c14_b67899b1d94079eb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_08a5d85bcf7ecf9f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_08a5d85bcf7ecf9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cbf69f5300046da2710024e71b0eefe2f5249cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_08a5d85bcf7ecf9f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_08a5d85bcf7ecf9f +-- problem_id: v2p_c14_84d061e7ff53416a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", SUM(CAST("month" AS NUMERIC)) AS total_measure +FROM "c14" +GROUP BY "bin_1" +HAVING SUM(CAST("month" AS NUMERIC)) > 9.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0902e7575beb6c13.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0902e7575beb6c13.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ba7387c847d320410fae3bb76255525aafa0744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0902e7575beb6c13.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_0902e7575beb6c13 +-- problem_id: v2p_c14_250ad179045bb89b +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "month", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "month" +ORDER BY support ASC, "ord_1", "month" +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0996c5d99e2a2eda.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0996c5d99e2a2eda.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f0d861c07fc9aee9fb3ed825ee8077551873e78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0996c5d99e2a2eda.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_0996c5d99e2a2eda +-- problem_id: v2p_c14_a3df9c2b59d2f132 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0a95e140d3e45142.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0a95e140d3e45142.sql new file mode 100644 index 0000000000000000000000000000000000000000..c69e223a8af1e6f58459a85d7ad3f797456fc65f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0a95e140d3e45142.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0a95e140d3e45142 +-- problem_id: v2p_c14_88d7fe22e3f82826 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0ab8919119530aab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0ab8919119530aab.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce97bdb1708d8ef5c2449fb703693fc572d487e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0ab8919119530aab.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_0ab8919119530aab +-- problem_id: v2p_c14_7d1253d2acd457fa +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "nom_0" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0be9cf14080744e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0be9cf14080744e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff110d087e9bf2edc309f8ab25bcd4aa2d48f888 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0be9cf14080744e6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_0be9cf14080744e6 +-- problem_id: v2p_c14_006324662a0605cb +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0e43e4bc1b328e9c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0e43e4bc1b328e9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cb65a9af9dd384c298d343d2a58dd8248a3648b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0e43e4bc1b328e9c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_0e43e4bc1b328e9c +-- problem_id: v2p_c14_ece034dccdd35560 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "day", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "day" +ORDER BY support ASC, "ord_1", "day" +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0e67c08e702568ba.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0e67c08e702568ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..44139f6ad8f4749ce47e67db5c48e2b16edae6f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0e67c08e702568ba.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0e67c08e702568ba +-- problem_id: v2p_c14_dc9c7a310b9222c4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f171a20e5887b71.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f171a20e5887b71.sql new file mode 100644 index 0000000000000000000000000000000000000000..c15f8966c212747c3e19634bb929cad714e90057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f171a20e5887b71.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_0f171a20e5887b71 +-- problem_id: v2p_c14_2bfd7c8bf2cc8aec +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", "ord_4", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "nom_0") AS share_within_group +FROM "c14" +GROUP BY "nom_0", "ord_4" +ORDER BY share_within_group DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f392ef5d26d7a6c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f392ef5d26d7a6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92abca5271ed812a31703dbcb832545cd40b699 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f392ef5d26d7a6c.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_0f392ef5d26d7a6c +-- problem_id: v2p_c14_1b8cec22c192dfbe +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2", + CAST("day" AS INTEGER) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_2") AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "ord_2", + "day_value" + FROM "ranked" + WHERE "rn" = ((90 * "cnt") + 99) / 100 +) +SELECT + "ord_2", + "day_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f69b2a3bceed924.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f69b2a3bceed924.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc9bc57f397fa6218199ccdcf5eef05fab9546e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0f69b2a3bceed924.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_0f69b2a3bceed924 +-- problem_id: v2p_c14_5f11f3b1c3926f04 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", SUM(CAST("day" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "ord_4" +HAVING SUM(CAST("day" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0ffe2085a1f017fd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0ffe2085a1f017fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..72f0f986c89c4a76319a827155033db9c8c05370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_0ffe2085a1f017fd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_0ffe2085a1f017fd +-- problem_id: v2p_c14_f14f26cb6ff6081e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_10f0825856427fbf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_10f0825856427fbf.sql new file mode 100644 index 0000000000000000000000000000000000000000..20b21ed43910f956f2eee8171cb090878bdbd1f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_10f0825856427fbf.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_10f0825856427fbf +-- problem_id: v2p_c14_17015b950cb9babe +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + "nom_5", + SUM(CAST("id" AS REAL)) AS total_measure, + SUM(CAST("id" AS REAL)) * 100.0 / SUM(SUM(CAST("id" AS REAL))) OVER (PARTITION BY "bin_0") AS share_within_group +FROM "c14" +GROUP BY "bin_0", "nom_5" +ORDER BY share_within_group DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1238df0e39dde390.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1238df0e39dde390.sql new file mode 100644 index 0000000000000000000000000000000000000000..352009f3b4c66104e148852ea3f74be1eca5a4e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1238df0e39dde390.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_1238df0e39dde390 +-- problem_id: v2p_c14_dbf988a1ae259591 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_133d5b3a67340fa4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_133d5b3a67340fa4.sql new file mode 100644 index 0000000000000000000000000000000000000000..b23263c6676280da2fe5fdc533b0051a04587539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_133d5b3a67340fa4.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_133d5b3a67340fa4 +-- problem_id: v2p_c14_a5c5e5b6e65495c2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_138135f0241927ec.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_138135f0241927ec.sql new file mode 100644 index 0000000000000000000000000000000000000000..c524915f920ce95f3a0a52c33986a4437ab971b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_138135f0241927ec.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_138135f0241927ec +-- problem_id: v2p_c14_9b2359dd99118493 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("month" AS REAL)) OVER (PARTITION BY "day") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_13e26172e6b56210.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_13e26172e6b56210.sql new file mode 100644 index 0000000000000000000000000000000000000000..0caf6e1fdd5d6d85a6475210094792e841401389 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_13e26172e6b56210.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_13e26172e6b56210 +-- problem_id: v2p_c14_5e212246d9fa4bdd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_1", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_1" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_141b901a23a3d3ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_141b901a23a3d3ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..b54729c254178a6167ae378e5d1e306d3a3cfa23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_141b901a23a3d3ed.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_141b901a23a3d3ed +-- problem_id: v2p_c14_ec4c8a6a4cfbf336 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_16adec4953a89393.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_16adec4953a89393.sql new file mode 100644 index 0000000000000000000000000000000000000000..c8c0f85eab1b157a1c131a83acd5b1abae2af581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_16adec4953a89393.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_16adec4953a89393 +-- problem_id: v2p_c14_f01bc20533b1c70c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", "ord_4", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "nom_0") AS share_within_group +FROM "c14" +GROUP BY "nom_0", "ord_4" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_17a83a80cae3be49.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_17a83a80cae3be49.sql new file mode 100644 index 0000000000000000000000000000000000000000..88d683bb625fa69456d5b1cb67d4ef726c45578a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_17a83a80cae3be49.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_17a83a80cae3be49 +-- problem_id: v2p_c14_9718a972b8a7c7a1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_2", "ord_3" +ORDER BY support ASC, "ord_2", "ord_3" +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_184d2e24a9097c63.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_184d2e24a9097c63.sql new file mode 100644 index 0000000000000000000000000000000000000000..11a6e9efec76cdeeb254f698e7a0662531f4c976 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_184d2e24a9097c63.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_184d2e24a9097c63 +-- problem_id: v2p_c14_b468b2bea8977530 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_18ed29e988bc7e7e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_18ed29e988bc7e7e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ff47240f590564e73a89ef48d74aa65a61fee0c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_18ed29e988bc7e7e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_18ed29e988bc7e7e +-- problem_id: v2p_c14_38fa4386fea5ad2b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_197dd2581ae12a85.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_197dd2581ae12a85.sql new file mode 100644 index 0000000000000000000000000000000000000000..eeaac4849242d18b3f7f344c86d8421da83f7439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_197dd2581ae12a85.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_197dd2581ae12a85 +-- problem_id: v2p_c14_eb0414ee3a6ff3df +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_0", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "bin_0") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1aab06a2a864bc83.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1aab06a2a864bc83.sql new file mode 100644 index 0000000000000000000000000000000000000000..09c6033503b9edf9e269c3b782507f46c3adbfff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1aab06a2a864bc83.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_1aab06a2a864bc83 +-- problem_id: v2p_c14_eb6c25b279802e16 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS support +FROM "c14" +WHERE CAST("day" AS REAL) >= 4.0 +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1b5f124e6f1c9e0e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1b5f124e6f1c9e0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..78b590477b4b753c91c87dde125e71816521a90d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1b5f124e6f1c9e0e.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_1b5f124e6f1c9e0e +-- problem_id: v2p_c14_e825170bd20bfd86 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "nom_3", + "day_value" AS "percentile_measure", + "rn", + "cnt", + (("cnt" * 9) + 9) / 10 AS "target_rn" + FROM "ranked" +) +SELECT + "nom_3", + "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "nom_3" +LIMIT 6; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1c3c52c46f4b2ed9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1c3c52c46f4b2ed9.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f0857ac975703a7f05d05a20112e89e7b929e3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1c3c52c46f4b2ed9.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_1c3c52c46f4b2ed9 +-- problem_id: v2p_c14_005249be712fc8e3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS REAL) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "ord_3" IS NOT NULL + AND "month" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "ord_3", + "month_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = (("cnt" * 9 + 9) / 10) +) +SELECT + "ord_3", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1c87f60c760e0ff8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1c87f60c760e0ff8.sql new file mode 100644 index 0000000000000000000000000000000000000000..f3f8e5b53f77b3a6300d643ef4df986f4734b5f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1c87f60c760e0ff8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_1c87f60c760e0ff8 +-- problem_id: v2p_c14_4dd259607d5ec920 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", SUM(CAST("day" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_0" +HAVING SUM(CAST("day" AS REAL)) > 3.64 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1d7d51732130c8dd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1d7d51732130c8dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad80f45dd05655628a6cf49c629c38dbf5046d0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1d7d51732130c8dd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_1d7d51732130c8dd +-- problem_id: v2p_c14_579df44382bdb66c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1fafb10986ac0b77.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1fafb10986ac0b77.sql new file mode 100644 index 0000000000000000000000000000000000000000..293d02cf01f688c371b8ff8b7ce5853cf553899b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_1fafb10986ac0b77.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_1fafb10986ac0b77 +-- problem_id: v2p_c14_2e1f44ab398e0204 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_4", + AVG("day") OVER (PARTITION BY "ord_4") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_20cb15642a3a032d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_20cb15642a3a032d.sql new file mode 100644 index 0000000000000000000000000000000000000000..09f4d116307e707e19201b1b885134eebbc55c22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_20cb15642a3a032d.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_20cb15642a3a032d +-- problem_id: v2p_c14_01a61266e8af5b39 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_21cc754048909f60.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_21cc754048909f60.sql new file mode 100644 index 0000000000000000000000000000000000000000..39e07c93c33a9d2c2d9abaf248c41b8ab40db61c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_21cc754048909f60.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_21cc754048909f60 +-- problem_id: v2p_c14_5f14a760f7f8e7d6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2227ab8f05d4c860.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2227ab8f05d4c860.sql new file mode 100644 index 0000000000000000000000000000000000000000..df473d2a661ebe8a1691d85dc92d739b8d0fdd24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2227ab8f05d4c860.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_2227ab8f05d4c860 +-- problem_id: v2p_c14_d8f9bc1476db0af5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_4", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_4" +ORDER BY support ASC, "ord_1", "ord_4" +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_23c0930f5c123a60.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_23c0930f5c123a60.sql new file mode 100644 index 0000000000000000000000000000000000000000..f85e3344717086abe90db84067d5845178b7c88f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_23c0930f5c123a60.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_23c0930f5c123a60 +-- problem_id: v2p_c14_47aa46cddcec50b9 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "nom_3" = 'China' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2721b12f2107c867.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2721b12f2107c867.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce4b9d55f77226a84e455c0a22c8ab659be0762e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2721b12f2107c867.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_2721b12f2107c867 +-- problem_id: v2p_c14_893641130cb2d327 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_27a393380de1366d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_27a393380de1366d.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d422a66bc3a39facdbb24dd36d4767f78609b7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_27a393380de1366d.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_27a393380de1366d +-- problem_id: v2p_c14_3f6c71b77021caa8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_292e1a68e5906598.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_292e1a68e5906598.sql new file mode 100644 index 0000000000000000000000000000000000000000..47789afdcec318a42883615bf2ab9562d4a53bea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_292e1a68e5906598.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_292e1a68e5906598 +-- problem_id: v2p_c14_3c7a03e5e5a08d8e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", "nom_6", + SUM(CAST("ord_0" AS NUMERIC)) AS total_measure, + SUM(CAST("ord_0" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("ord_0" AS NUMERIC))) OVER (PARTITION BY "nom_4") AS share_within_group +FROM "c14" +GROUP BY "nom_4", "nom_6" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_29f7a6eeb13cfbd0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_29f7a6eeb13cfbd0.sql new file mode 100644 index 0000000000000000000000000000000000000000..3dad80fda065ca76d7d0f8142fbf3d887356c657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_29f7a6eeb13cfbd0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_29f7a6eeb13cfbd0 +-- problem_id: v2p_c14_3de9add30a7875a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2e5e22db9b75df87.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2e5e22db9b75df87.sql new file mode 100644 index 0000000000000000000000000000000000000000..b657c7d7b952bab3f6c355ae8272d798e53def9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2e5e22db9b75df87.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_2e5e22db9b75df87 +-- problem_id: v2p_c14_a39df57e07c69f9a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_2", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_2" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2e7230adaa0ba3c6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2e7230adaa0ba3c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..035766c02a9381578a8fd8a5f83855317d0cfdc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_2e7230adaa0ba3c6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_2e7230adaa0ba3c6 +-- problem_id: v2p_c14_ad57cbe1d57ecdd2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS support +FROM "c14" +WHERE "ord_3" = 'k' +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_30d60631ac4556b9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_30d60631ac4556b9.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0348e73e62941a7d4e80e01e0ef2f4e80ddf603 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_30d60631ac4556b9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_30d60631ac4556b9 +-- problem_id: v2p_c14_7e6e8464af75e320 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_31208d11e2dede8b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_31208d11e2dede8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ba7dbb564e2b9964309eb4acd95d93586ff3380 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_31208d11e2dede8b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_31208d11e2dede8b +-- problem_id: v2p_c14_43098948549d5e9f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_31224b0943f8199a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_31224b0943f8199a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bea59747751d0113737d6eda593178e8100f239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_31224b0943f8199a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_31224b0943f8199a +-- problem_id: v2p_c14_e6fad728b4a8bf05 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3240f20c2be31b8c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3240f20c2be31b8c.sql new file mode 100644 index 0000000000000000000000000000000000000000..4bc1b68be76ee62879f643d1efb7b2ce5e6cc0f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3240f20c2be31b8c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_3240f20c2be31b8c +-- problem_id: v2p_c14_5874a55a4e6b6224 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_32810e3679b2afd7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_32810e3679b2afd7.sql new file mode 100644 index 0000000000000000000000000000000000000000..c79dc5a5b10261feca89526f1b731d037290d47b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_32810e3679b2afd7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_32810e3679b2afd7 +-- problem_id: v2p_c14_84831592242516db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_33f52f372084165f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_33f52f372084165f.sql new file mode 100644 index 0000000000000000000000000000000000000000..56879a6d4d31d6589ce29de02222dba1082b1c3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_33f52f372084165f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_33f52f372084165f +-- problem_id: v2p_c14_c60ebe3d42bd4cb9 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_2", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_2" +ORDER BY support ASC, "ord_1", "ord_2" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3426ec1e28d85456.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3426ec1e28d85456.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe18ad9c499fccb8bc3c47fc1263906f2778257f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3426ec1e28d85456.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_3426ec1e28d85456 +-- problem_id: v2p_c14_4af8d6bc3357be25 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", SUM("id") AS total_measure +FROM "c14" +GROUP BY "month" +HAVING SUM("id") > 172611.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_344c445a9dbce0ef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_344c445a9dbce0ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4212cbf0e5e100121cb87df52e9c04fb4ad10c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_344c445a9dbce0ef.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_344c445a9dbce0ef +-- problem_id: v2p_c14_801d422a8fbead67 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE "nom_6" = '9a70de492' +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35607d75a6b96006.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35607d75a6b96006.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ca12c22c2f4dde040b641c9c7af97b78590f51e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35607d75a6b96006.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_35607d75a6b96006 +-- problem_id: v2p_c14_508bd5ee06ca6db4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_2", + AVG("id") OVER (PARTITION BY "ord_2") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35d6d1ef00fe870f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35d6d1ef00fe870f.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e605717ca9d1475c156e95491646f8fbce3315e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35d6d1ef00fe870f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_35d6d1ef00fe870f +-- problem_id: v2p_c14_f2ff9b2c165adea8 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35d97d40727c0f23.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35d97d40727c0f23.sql new file mode 100644 index 0000000000000000000000000000000000000000..091d895c457436b70bbb7ebe17961ffda81c2930 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_35d97d40727c0f23.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_35d97d40727c0f23 +-- problem_id: v2p_c14_e25e345e54ea51cf +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3718c34e63916444.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3718c34e63916444.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d57730d7daba615c7e776b8ed3724cdfceb0bb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3718c34e63916444.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_3718c34e63916444 +-- problem_id: v2p_c14_8c945b1106a85ea2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_37ddc5e6e917200b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_37ddc5e6e917200b.sql new file mode 100644 index 0000000000000000000000000000000000000000..58f39275a74187813c8354d5ef51bb3c2ae1753f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_37ddc5e6e917200b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_37ddc5e6e917200b +-- problem_id: v2p_c14_97ca81e058b7b55a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_38b3743e7d8bf3a9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_38b3743e7d8bf3a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..47c1589b54cdf8402711a7a77da449e7e8ff7098 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_38b3743e7d8bf3a9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_38b3743e7d8bf3a9 +-- problem_id: v2p_c14_b9edbd15a56fa0d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", SUM("ord_0") AS total_measure +FROM "c14" +GROUP BY "ord_3" +HAVING SUM("ord_0") > 2.5 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_398ca922362a0d1c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_398ca922362a0d1c.sql new file mode 100644 index 0000000000000000000000000000000000000000..afb12ea6ea1efb70da92249b8ba5414b0bd390b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_398ca922362a0d1c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_398ca922362a0d1c +-- problem_id: v2p_c14_39f1bd01f77de957 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "nom_7" = '27e8d4511' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3c280a1910fb2c0c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3c280a1910fb2c0c.sql new file mode 100644 index 0000000000000000000000000000000000000000..62335ecaea4a1def03b2db66d3beccc711c77a4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3c280a1910fb2c0c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_3c280a1910fb2c0c +-- problem_id: v2p_c14_d07f39093670f97c +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS support +FROM "c14" +WHERE "ord_4" = 'L' +GROUP BY "month" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3d068ef667bd3f48.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3d068ef667bd3f48.sql new file mode 100644 index 0000000000000000000000000000000000000000..1dd9a240cde67831feef51ebfdd0326debc821af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3d068ef667bd3f48.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_3d068ef667bd3f48 +-- problem_id: v2p_c14_eabd1b30553a1cb4 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG("id") OVER (PARTITION BY "month") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3d8602e868bd3acb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3d8602e868bd3acb.sql new file mode 100644 index 0000000000000000000000000000000000000000..23eeae536256d95668285d14cd834c7cbd483fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3d8602e868bd3acb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_3d8602e868bd3acb +-- problem_id: v2p_c14_c665420651783695 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "month", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "month" +ORDER BY support ASC, "ord_1", "month" +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3dc1fa9fd7a551c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3dc1fa9fd7a551c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..b32d87e7e23f53ed97c908c85b4f1f9f826e26b5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3dc1fa9fd7a551c1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_3dc1fa9fd7a551c1 +-- problem_id: v2p_c14_26c0695598a1c168 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", SUM("id") AS total_measure +FROM "c14" +GROUP BY "ord_2" +HAVING SUM("id") > 150351.84 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3fd143690dc95106.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3fd143690dc95106.sql new file mode 100644 index 0000000000000000000000000000000000000000..91803d7fb077479b05a85a32364be66efac31c78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_3fd143690dc95106.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_3fd143690dc95106 +-- problem_id: v2p_c14_3a7ad971c67b88b5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_0" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_42136852e8169860.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_42136852e8169860.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bd57c9ab9205dd06ae04743dfa73d610b504a80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_42136852e8169860.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_42136852e8169860 +-- problem_id: v2p_c14_bebf7dedd4731f70 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", AVG("id") AS avg_measure +FROM "c14" +GROUP BY "nom_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4288e40370d7e9ed.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4288e40370d7e9ed.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e78f3252660e0e17f3c5e8a1ec9d58d2cbdb6bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4288e40370d7e9ed.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_4288e40370d7e9ed +-- problem_id: v2p_c14_dcaa3ed5adc16c21 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", COUNT(*) AS row_count +FROM "c14" +GROUP BY "nom_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_43473ae02cec5ec5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_43473ae02cec5ec5.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4034adbfd821beab54530465f9666305877e07f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_43473ae02cec5ec5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_43473ae02cec5ec5 +-- problem_id: v2p_c14_240e406d9a1af453 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_0", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_43e2ba8d15ab49ab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_43e2ba8d15ab49ab.sql new file mode 100644 index 0000000000000000000000000000000000000000..6f46b2b924ed5aa34041e368bc4f0a9d01e211e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_43e2ba8d15ab49ab.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_43e2ba8d15ab49ab +-- problem_id: v2p_c14_c0e2e20f2bcdb910 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "nom_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_44aeaf70349e4b35.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_44aeaf70349e4b35.sql new file mode 100644 index 0000000000000000000000000000000000000000..58a6a1a259542ca5762e4dfe940f550511b26850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_44aeaf70349e4b35.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_44aeaf70349e4b35 +-- problem_id: v2p_c14_7b5185fe0237c22f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("id" AS INTEGER) AS "id_num", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "ord_4", + "id_num" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "ord_4", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4537ed983fc362fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4537ed983fc362fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..cb2ade4632a1dbbe0fd8031a64feb716debb159c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4537ed983fc362fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_4537ed983fc362fa +-- problem_id: v2p_c14_3f7c5ffb57430bdc +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "nom_0" = 'Green' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4544be9649dd76c4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4544be9649dd76c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..d336c868ddd9da5abf9b6c301f8d906986a2c962 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4544be9649dd76c4.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_4544be9649dd76c4 +-- problem_id: v2p_c14_5ad1fe02b4fac285 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_45dbeec9f3ff76e1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_45dbeec9f3ff76e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..661f5bf6b259a5ec90d735a8633b553f37576ed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_45dbeec9f3ff76e1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_45dbeec9f3ff76e1 +-- problem_id: v2p_c14_5d8a4e373726ed8e +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_0" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_46a7552546656f48.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_46a7552546656f48.sql new file mode 100644 index 0000000000000000000000000000000000000000..4457301952309f41ca605877aaf0d1feeff42d12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_46a7552546656f48.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_46a7552546656f48 +-- problem_id: v2p_c14_7c421d34e42e5223 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_5") AS distinct_entities +FROM "c14" +GROUP BY "nom_0" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47084f8fb97dd11e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47084f8fb97dd11e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c69e43ee6a94491b55245940eb6100243580b43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47084f8fb97dd11e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_47084f8fb97dd11e +-- problem_id: v2p_c14_cfe1b24ec30120b6 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", AVG(CAST("id" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_0" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_471090484e17a9d1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_471090484e17a9d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a5468325183eb8cec6883d12885af760bf0c46d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_471090484e17a9d1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_471090484e17a9d1 +-- problem_id: v2p_c14_66fca8ba3f167703 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_2", + AVG("id") OVER (PARTITION BY "bin_2") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47b30a45af22a57a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47b30a45af22a57a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5296e88c66ccd23fb9a8ac6e8db7e8c0e9c7749b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47b30a45af22a57a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_47b30a45af22a57a +-- problem_id: v2p_c14_ea071977e55b6c31 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "nom_1" = 'Polygon' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47d041e9e4d6ab41.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47d041e9e4d6ab41.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9e7fe0dbc2209f8fadaa3d033ae8fcb7b41a01e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47d041e9e4d6ab41.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_47d041e9e4d6ab41 +-- problem_id: v2p_c14_9b3bb876ed046102 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", "nom_9", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "bin_4") AS share_within_group +FROM "c14" +GROUP BY "bin_4", "nom_9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47f5290a08f356fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47f5290a08f356fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..3711583156be5f96b99d9e2c9a5dd68820b82967 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47f5290a08f356fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_47f5290a08f356fe +-- problem_id: v2p_c14_d12a7fe119c083ae +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47f72dc4a9768029.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47f72dc4a9768029.sql new file mode 100644 index 0000000000000000000000000000000000000000..d556e500b57fb9d941960261db6678297a50b7fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_47f72dc4a9768029.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_47f72dc4a9768029 +-- problem_id: v2p_c14_cb740e6987392a60 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4965737b5aaf5326.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4965737b5aaf5326.sql new file mode 100644 index 0000000000000000000000000000000000000000..41ccf8faf8b42795ae1b80857c190750fef036a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4965737b5aaf5326.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_4965737b5aaf5326 +-- problem_id: v2p_c14_76bb90fde76af3fc +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "ord_2" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4978b7d7311b2764.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4978b7d7311b2764.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa0668de4126e8967941ae3937f32a5143d90720 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4978b7d7311b2764.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_4978b7d7311b2764 +-- problem_id: v2p_c14_1308afe4fb80b14e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", "nom_5", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "nom_3") AS share_within_group +FROM "c14" +GROUP BY "nom_3", "nom_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_499a1b7537939587.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_499a1b7537939587.sql new file mode 100644 index 0000000000000000000000000000000000000000..7fff86f087b19c2c1ae480313595ebc177534ed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_499a1b7537939587.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_499a1b7537939587 +-- problem_id: v2p_c14_0e4eebe8dbdac9b1 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_0", + "nom_7", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "ord_0") AS share_within_group +FROM "c14" +GROUP BY "ord_0", "nom_7" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4a559a9efc83f297.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4a559a9efc83f297.sql new file mode 100644 index 0000000000000000000000000000000000000000..24648d3360b13c375fd0e83dd9101a978379d828 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4a559a9efc83f297.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_4a559a9efc83f297 +-- problem_id: v2p_c14_12cdad1762fe59dc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "day", + AVG(CAST("month" AS REAL)) OVER (PARTITION BY "day") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4c801cd75fd87e62.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4c801cd75fd87e62.sql new file mode 100644 index 0000000000000000000000000000000000000000..a88737941afedebbfc4637a9ccdd2b7608c4656a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4c801cd75fd87e62.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_4c801cd75fd87e62 +-- problem_id: v2p_c14_202f23104c3b59db +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4e373759f02d0e5b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4e373759f02d0e5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fedefad948984a24e664b8a8093c570af670df92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4e373759f02d0e5b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_4e373759f02d0e5b +-- problem_id: v2p_c14_a1098eaa2102e11e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_4", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "ord_4") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4e8d80a5c3c8e6e7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4e8d80a5c3c8e6e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..45df9b205034bed881fe5fec546beecfa73ea04f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_4e8d80a5c3c8e6e7.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_4e8d80a5c3c8e6e7 +-- problem_id: v2p_c14_8d1e4a32b78d5584 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", SUM(CAST("id" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_2" +HAVING SUM(CAST("id" AS REAL)) > 150351.84 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_50e10ddc274e171c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_50e10ddc274e171c.sql new file mode 100644 index 0000000000000000000000000000000000000000..717d9781a88074c85ec116f7035f07dc7185505b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_50e10ddc274e171c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_50e10ddc274e171c +-- problem_id: v2p_c14_83d1597d17080953 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_4" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_52c15aab7186241b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_52c15aab7186241b.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc16660b8ea9ffd0c12adc6f9fae772d0dad36aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_52c15aab7186241b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_52c15aab7186241b +-- problem_id: v2p_c14_3c5856dcfd53ff94 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_533e4f6eace404a1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_533e4f6eace404a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cd1bf57710cc32e9ae87cbd45bcdcabbd178f8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_533e4f6eace404a1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_533e4f6eace404a1 +-- problem_id: v2p_c14_752ae0522bdad9fd +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_1" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_542bb7b48d1bfb02.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_542bb7b48d1bfb02.sql new file mode 100644 index 0000000000000000000000000000000000000000..67a926509efceb7eefbf2be4b8c0711cc8b5fbf3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_542bb7b48d1bfb02.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_542bb7b48d1bfb02 +-- problem_id: v2p_c14_edb02eb382e22925 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", SUM("id") AS total_measure +FROM "c14" +GROUP BY "bin_2" +HAVING SUM("id") > 172611.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_54f71c3956411085.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_54f71c3956411085.sql new file mode 100644 index 0000000000000000000000000000000000000000..585571d173e1d21b590d1b8e6a153a67ec64d199 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_54f71c3956411085.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_54f71c3956411085 +-- problem_id: v2p_c14_717154fbcd8f24c5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_556c900f3a0cffbe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_556c900f3a0cffbe.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8fd39c7237c84c9a9ee5f4620411348fa53065e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_556c900f3a0cffbe.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_556c900f3a0cffbe +-- problem_id: v2p_c14_d39f4251033ac303 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", SUM(CAST("ord_0" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "ord_3" +HAVING SUM(CAST("ord_0" AS REAL)) > 2.32 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_55c75005765a9f58.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_55c75005765a9f58.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e4ca384e7f3be8c567623086a38b71bafab7afa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_55c75005765a9f58.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_55c75005765a9f58 +-- problem_id: v2p_c14_0968867c6c2a6779 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "target", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "target") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_56bbc3730e17dd3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_56bbc3730e17dd3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3ad5e2ba3f0434e85dca004eabde5a49896dc9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_56bbc3730e17dd3a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_56bbc3730e17dd3a +-- problem_id: v2p_c14_2aeb554decfc1e15 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_572c41833ed8608e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_572c41833ed8608e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e8486edbaf12e4b814023518ee4e3ae3587719e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_572c41833ed8608e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_572c41833ed8608e +-- problem_id: v2p_c14_8b650691ca378f04 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57a3b3da7a178c04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57a3b3da7a178c04.sql new file mode 100644 index 0000000000000000000000000000000000000000..512a3ae71d1b527b1e70b58d22846bc13e943157 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57a3b3da7a178c04.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_57a3b3da7a178c04 +-- problem_id: v2p_c14_240bef0644a99099 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_2", + AVG("id") OVER (PARTITION BY "ord_2") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57deea53b27a7f5c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57deea53b27a7f5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..480c58ad62830472633897dd068247df35b86d70 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57deea53b27a7f5c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_57deea53b27a7f5c +-- problem_id: v2p_c14_2cf708975cf6d94d +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57e7ab22bcf77cf9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57e7ab22bcf77cf9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ef2222ef77384d69c4a2c5e5ab2074c6c58df7f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_57e7ab22bcf77cf9.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_57e7ab22bcf77cf9 +-- problem_id: v2p_c14_62b1ecccbb9cafab +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", "nom_5", + SUM(CAST("id" AS REAL)) AS total_measure, + SUM(CAST("id" AS REAL)) * 100.0 / SUM(SUM(CAST("id" AS REAL))) OVER (PARTITION BY "bin_0") AS share_within_group +FROM "c14" +GROUP BY "bin_0", "nom_5" +ORDER BY share_within_group DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_58fa14ff32ce74ff.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_58fa14ff32ce74ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a7e848bf68a4450803931b8e96ac3ed9f6693cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_58fa14ff32ce74ff.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_58fa14ff32ce74ff +-- problem_id: v2p_c14_fd0c3ae0187e4de6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c200e1f0037aae2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c200e1f0037aae2.sql new file mode 100644 index 0000000000000000000000000000000000000000..c929bd780900c6d6b029d32cce2a71f62c03cada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c200e1f0037aae2.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_5c200e1f0037aae2 +-- problem_id: v2p_c14_2446ea6a02510601 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_3" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c886e4f13f21818.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c886e4f13f21818.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0ddf7fc5fc77b3973c24a8219652bbf9b35cae5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c886e4f13f21818.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_5c886e4f13f21818 +-- problem_id: v2p_c14_e659cecbb9d84023 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "nom_2" = 'Cat' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c91a47740f2c8de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c91a47740f2c8de.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ebf53743caa84d25d2a0a65aeeb163784367fb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5c91a47740f2c8de.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_5c91a47740f2c8de +-- problem_id: v2p_c14_df1834c45090290e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", "nom_9", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "bin_4") AS share_within_group +FROM "c14" +GROUP BY "bin_4", "nom_9" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5d9b2848c8553a4a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5d9b2848c8553a4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..24172253369631b6b2829b8b134c39ab71b17246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_5d9b2848c8553a4a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_5d9b2848c8553a4a +-- problem_id: v2p_c14_3f9b6921ec022766 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "target" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_61d73b09128554fd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_61d73b09128554fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..e30b1a74c65ef2dde580294f1cc51dc91bc43c57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_61d73b09128554fd.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_61d73b09128554fd +-- problem_id: v2p_c14_e561a5344eac5708 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_623322069629271b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_623322069629271b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b635c8d5bb638a790391427e2527b6e7ee6ac8fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_623322069629271b.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_623322069629271b +-- problem_id: v2p_c14_2587f4cebbf617f6 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", "nom_6", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "nom_4") AS share_within_group +FROM "c14" +GROUP BY "nom_4", "nom_6" +ORDER BY share_within_group DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_632f5c842f606dc1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_632f5c842f606dc1.sql new file mode 100644 index 0000000000000000000000000000000000000000..47b638c64d24a1202c24e6e5a043c596045caf32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_632f5c842f606dc1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_632f5c842f606dc1 +-- problem_id: v2p_c14_e53793180835cb51 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_2", + "ord_3", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "ord_2", "ord_3" +ORDER BY "support" ASC, "ord_2", "ord_3" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6336342ee321ac90.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6336342ee321ac90.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d0f0f6bf6ccc0bfbfe7039eeeefcb9a51f3cd45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6336342ee321ac90.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_6336342ee321ac90 +-- problem_id: v2p_c14_4a344adb25535d7c +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", AVG(CAST("id" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6340e5a413f6f177.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6340e5a413f6f177.sql new file mode 100644 index 0000000000000000000000000000000000000000..e3ba7573249be16b19a7f3120a5d2b7b65b3c7d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6340e5a413f6f177.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_6340e5a413f6f177 +-- problem_id: v2p_c14_1956427c1fa2d43e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", SUM(CAST("day" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_0" +HAVING SUM(CAST("day" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_637f927fb73c7c3a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_637f927fb73c7c3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..98013f24fc9d9b5006d6e7fc2064df3b8729cca1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_637f927fb73c7c3a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_637f927fb73c7c3a +-- problem_id: v2p_c14_cb03bc71240e204f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_3" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_63972a4b9cb518b3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_63972a4b9cb518b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc86073065d7590766fcb7f82bb5831fde27e9ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_63972a4b9cb518b3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_63972a4b9cb518b3 +-- problem_id: v2p_c14_06f18c0c4e13bea1 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_640f4f1e06cc8c72.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_640f4f1e06cc8c72.sql new file mode 100644 index 0000000000000000000000000000000000000000..b238601fd8f913371b3efa28b7d11bdbeddb08e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_640f4f1e06cc8c72.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_640f4f1e06cc8c72 +-- problem_id: v2p_c14_7e67bb670fbe1736 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", SUM("id") AS total_measure +FROM "c14" +GROUP BY "month" +HAVING SUM("id") > 150351.84 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_643ae12a161c938a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_643ae12a161c938a.sql new file mode 100644 index 0000000000000000000000000000000000000000..075da4ef73519e2270241fc48b91f72acdd24245 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_643ae12a161c938a.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_643ae12a161c938a +-- problem_id: v2p_c14_babd53dffd691dae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS REAL) AS "ord_0_num", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "day", + "ord_0_num" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "day", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_652c8cbc0e22a401.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_652c8cbc0e22a401.sql new file mode 100644 index 0000000000000000000000000000000000000000..7516aec09b4312d6068d0e9e19c746b647a730ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_652c8cbc0e22a401.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_652c8cbc0e22a401 +-- problem_id: v2p_c14_dcf6f3a41bf0c853 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6621830754b14839.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6621830754b14839.sql new file mode 100644 index 0000000000000000000000000000000000000000..416554de5890c8c2a183d3989d3e856c8f8967ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6621830754b14839.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_6621830754b14839 +-- problem_id: v2p_c14_718b030fe7c632ae +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_3", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "ord_3") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6625fb84ff6492bc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6625fb84ff6492bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..76ee41782f638d3a3c2615ab1b1ca950dce7db42 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6625fb84ff6492bc.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_6625fb84ff6492bc +-- problem_id: v2p_c14_8646bdb81b48a976 +-- realization_mode: agent +-- source_kind: agent +WITH ordered AS ( + SELECT + "nom_4", + CAST("month" AS REAL) AS month_value, + ROW_NUMBER() OVER ( + PARTITION BY "nom_4" + ORDER BY CAST("month" AS REAL) + ) AS rn, + COUNT(*) OVER ( + PARTITION BY "nom_4" + ) AS cnt + FROM "c14" + WHERE "target" = '1' + AND "nom_4" IS NOT NULL + AND "month" IS NOT NULL +) +SELECT + "nom_4", + MIN(month_value) AS percentile_measure +FROM ordered +WHERE cnt >= 5 + AND rn >= CAST((0.95 * cnt) + 0.999999999 AS INT) +GROUP BY "nom_4" +ORDER BY percentile_measure DESC, "nom_4" ASC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_69e2bf7869f4f1fb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_69e2bf7869f4f1fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..e2a6140b6fc7131784e33efbdcb31fb3f1564e3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_69e2bf7869f4f1fb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_69e2bf7869f4f1fb +-- problem_id: v2p_c14_e3d83506346c84d8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_69f1529ae3f1ea41.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_69f1529ae3f1ea41.sql new file mode 100644 index 0000000000000000000000000000000000000000..878d135bd333309a075d2f437b1e75ef4d17c2be --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_69f1529ae3f1ea41.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_69f1529ae3f1ea41 +-- problem_id: v2p_c14_c124d0be080bbffe +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "bin_4", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "bin_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6a8779b3b37f781c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6a8779b3b37f781c.sql new file mode 100644 index 0000000000000000000000000000000000000000..48ad5c7dcbe170e7e60b61b1d0cc2e56cd8de088 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6a8779b3b37f781c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_6a8779b3b37f781c +-- problem_id: v2p_c14_4528b70174e723ed +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "target", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "target" +ORDER BY support ASC, "ord_1", "target" +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6b8d84b19b588a53.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6b8d84b19b588a53.sql new file mode 100644 index 0000000000000000000000000000000000000000..72d596757b022dbc140b8d9994ccf39cfae80634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6b8d84b19b588a53.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_6b8d84b19b588a53 +-- problem_id: v2p_c14_1bb1629ce9c5b908 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_2", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_2" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d8191933dd71fce.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d8191933dd71fce.sql new file mode 100644 index 0000000000000000000000000000000000000000..b5f0a6ebf2fd755ea8a82fbeee132b6ffb45c6ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d8191933dd71fce.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_6d8191933dd71fce +-- problem_id: v2p_c14_b5333ce99e24eb6e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_4" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d859b9740911152.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d859b9740911152.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b1797d6fb5f6aad87850386629d2457383ce6c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d859b9740911152.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_6d859b9740911152 +-- problem_id: v2p_c14_df735af20a685fac +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_0" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d971a4a2d2a2b42.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d971a4a2d2a2b42.sql new file mode 100644 index 0000000000000000000000000000000000000000..efb7104f32bbaac723138e305f2be8781c9cb4d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6d971a4a2d2a2b42.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_6d971a4a2d2a2b42 +-- problem_id: v2p_c14_b9e21d6729b914a6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6f1fb1098457e885.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6f1fb1098457e885.sql new file mode 100644 index 0000000000000000000000000000000000000000..0dec7737262817ce03becaec8b1e70c0794bc0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6f1fb1098457e885.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_6f1fb1098457e885 +-- problem_id: v2p_c14_5c47c650f9824b26 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_1", + AVG("month") OVER (PARTITION BY "bin_1") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6f6cd4abf1b20c5c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6f6cd4abf1b20c5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..650c12926b627eb51e3ead3291c3f3c54f5c3688 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6f6cd4abf1b20c5c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_6f6cd4abf1b20c5c +-- problem_id: v2p_c14_e859e138c531e976 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_0", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_0" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6fbb2f579945378e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6fbb2f579945378e.sql new file mode 100644 index 0000000000000000000000000000000000000000..990f1e6252a97711fd21249c2bc95c9d7847b920 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_6fbb2f579945378e.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_6fbb2f579945378e +-- problem_id: v2p_c14_30dc6fa2eeeae1a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", "nom_7", + SUM(CAST("day" AS NUMERIC)) AS total_measure, + SUM(CAST("day" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("day" AS NUMERIC))) OVER (PARTITION BY "bin_2") AS share_within_group +FROM "c14" +GROUP BY "bin_2", "nom_7" +ORDER BY share_within_group DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_714699199792cd12.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_714699199792cd12.sql new file mode 100644 index 0000000000000000000000000000000000000000..37d9d5d4d78fa4d82c1c86e3a753464e4d8c8ae1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_714699199792cd12.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_714699199792cd12 +-- problem_id: v2p_c14_30ea63a09764b555 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", AVG("id") AS avg_measure +FROM "c14" +GROUP BY "ord_0" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_72a78274ed0e7a8b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_72a78274ed0e7a8b.sql new file mode 100644 index 0000000000000000000000000000000000000000..aee22b2354a3e3d51c750b68c7c7aa68a485997e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_72a78274ed0e7a8b.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_72a78274ed0e7a8b +-- problem_id: v2p_c14_0acb6ab1ac7068b7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_4", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_4" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_4" + ) AS "cnt" + FROM "c14" + WHERE "ord_4" IS NOT NULL + AND "id" IS NOT NULL +), +"percentiles" AS ( + SELECT + "ord_4", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= (("cnt" * 95) + 99) / 100 + GROUP BY "ord_4" +) +SELECT + "ord_4", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_730ec0781fd74fec.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_730ec0781fd74fec.sql new file mode 100644 index 0000000000000000000000000000000000000000..862e91d4a808e11dd310bfc9abb79887395c829f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_730ec0781fd74fec.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_730ec0781fd74fec +-- problem_id: v2p_c14_ededc82106385834 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "bin_0" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_753a0db010e62b80.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_753a0db010e62b80.sql new file mode 100644 index 0000000000000000000000000000000000000000..3ff43f0917b5c6594302d474087d449a3bda1b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_753a0db010e62b80.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_753a0db010e62b80 +-- problem_id: v2p_c14_fdbd7de3f17e2300 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_1", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_1" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_1" + ) AS "cnt" + FROM "c14" + WHERE "nom_1" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "nom_1", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 95) + 99) / 100 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7732d92a10b80998.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7732d92a10b80998.sql new file mode 100644 index 0000000000000000000000000000000000000000..11a527306b5849a55b2e4bcc5e3cab0f764afe9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7732d92a10b80998.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7732d92a10b80998 +-- problem_id: v2p_c14_6604835ad7052534 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "id") AS distinct_entities +FROM "c14" +GROUP BY "bin_4" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7a7f4dfc4feab695.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7a7f4dfc4feab695.sql new file mode 100644 index 0000000000000000000000000000000000000000..535ad29677d7bb66b1d7fdc5710aef08acabc328 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7a7f4dfc4feab695.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_7a7f4dfc4feab695 +-- problem_id: v2p_c14_9d31c38bacbba500 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("id") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7b8bbcb150ce1815.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7b8bbcb150ce1815.sql new file mode 100644 index 0000000000000000000000000000000000000000..133932f563a21e59684d466afc1be92efe2a219b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7b8bbcb150ce1815.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_7b8bbcb150ce1815 +-- problem_id: v2p_c14_3a8fb51d730719bc +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", COUNT(*) AS support +FROM "c14" +WHERE "ord_1" = 'Novice' +GROUP BY "ord_3" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7bd8c92388ec18de.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7bd8c92388ec18de.sql new file mode 100644 index 0000000000000000000000000000000000000000..98c07872ad0a68b14ebb0b8ca70e95b40d05750f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7bd8c92388ec18de.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_7bd8c92388ec18de +-- problem_id: v2p_c14_93056be48621889e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", "nom_5", + SUM(CAST("id" AS NUMERIC)) AS total_measure, + SUM(CAST("id" AS NUMERIC)) * 100.0 / SUM(SUM(CAST("id" AS NUMERIC))) OVER (PARTITION BY "nom_3") AS share_within_group +FROM "c14" +GROUP BY "nom_3", "nom_5" +ORDER BY share_within_group DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7c3fae8b6359ef1a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7c3fae8b6359ef1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..29237593d5fffd7c374094acc44ad3ce39207e8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7c3fae8b6359ef1a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_7c3fae8b6359ef1a +-- problem_id: v2p_c14_66f9e3fb285069db +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "id", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "nom_2") AS share_within_group +FROM "c14" +GROUP BY "nom_2", "id" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7d5d0675c3e1b1c0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7d5d0675c3e1b1c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..1df960e57c80567c5ab83e658861c3d298059269 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7d5d0675c3e1b1c0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_7d5d0675c3e1b1c0 +-- problem_id: v2p_c14_360cf7c545d4e75a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_5") AS distinct_entities +FROM "c14" +GROUP BY "bin_3" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7ee6c681cbdc3e7a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7ee6c681cbdc3e7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fcf18f877b891790ec3bec9a8ca8a24a222440b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_7ee6c681cbdc3e7a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_7ee6c681cbdc3e7a +-- problem_id: v2p_c14_eb98d71e8d04198d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", AVG(CAST("id" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_817837e3f749ae4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_817837e3f749ae4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..33982185d6280b960c894518183a96e1546eb382 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_817837e3f749ae4e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_817837e3f749ae4e +-- problem_id: v2p_c14_c40b9c97ffe68361 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_2" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8223022e311bc0c5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8223022e311bc0c5.sql new file mode 100644 index 0000000000000000000000000000000000000000..824f31052b75465f7ea2870f72f535e699a684ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8223022e311bc0c5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_8223022e311bc0c5 +-- problem_id: v2p_c14_6b92ddb78aee0a85 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_845f720dce660435.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_845f720dce660435.sql new file mode 100644 index 0000000000000000000000000000000000000000..eceddffe47089bd35b406f8028ed730b1daa1528 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_845f720dce660435.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_845f720dce660435 +-- problem_id: v2p_c14_75756a566192b3f6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_869deecf41c81f28.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_869deecf41c81f28.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0b5a3852d9e108326c17344830dba79971af893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_869deecf41c81f28.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_869deecf41c81f28 +-- problem_id: v2p_c14_2d0183f180ac5b25 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_3", + COUNT(*) AS support +FROM "c14" +GROUP BY "ord_1", "ord_3" +ORDER BY support ASC, "ord_1", "ord_3" +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_889ecad9f328c3be.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_889ecad9f328c3be.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a40d2d1fc7bb4c2862f03d6f0c5599b1598b835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_889ecad9f328c3be.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_889ecad9f328c3be +-- problem_id: v2p_c14_f9746efb530dd0a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", "nom_7", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "bin_2") AS share_within_group +FROM "c14" +GROUP BY "bin_2", "nom_7" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_88b12a321ec5be87.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_88b12a321ec5be87.sql new file mode 100644 index 0000000000000000000000000000000000000000..c36e755db75412c018697de4aa999b7a9bfbee1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_88b12a321ec5be87.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_88b12a321ec5be87 +-- problem_id: v2p_c14_a993dabe8b88fe3f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_0", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8bbd413fddbc0d00.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8bbd413fddbc0d00.sql new file mode 100644 index 0000000000000000000000000000000000000000..6af1d8bab3ec9d0541b191e81a53a9a7ed3f4ba4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8bbd413fddbc0d00.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_8bbd413fddbc0d00 +-- problem_id: v2p_c14_7c5995f6349325a9 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "bin_2" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8c70cbbfa514228d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8c70cbbfa514228d.sql new file mode 100644 index 0000000000000000000000000000000000000000..01fb834851ca91fbe2149895c75977d0eaf2cb81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8c70cbbfa514228d.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_8c70cbbfa514228d +-- problem_id: v2p_c14_6b9596260fef7868 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "day" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8cb1d9ddb89379a3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8cb1d9ddb89379a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..c144d85a34fb51b2ee3fded2e4d463c11aa3df53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8cb1d9ddb89379a3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_8cb1d9ddb89379a3 +-- problem_id: v2p_c14_fe96cf6d214d5ceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8d7535908a2b687b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8d7535908a2b687b.sql new file mode 100644 index 0000000000000000000000000000000000000000..c608f73f36f830db567297e0077eb61620daf9b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8d7535908a2b687b.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_8d7535908a2b687b +-- problem_id: v2p_c14_61d1aa5ff52f1be9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8eb4cef4585ddc34.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8eb4cef4585ddc34.sql new file mode 100644 index 0000000000000000000000000000000000000000..e34ae71d0e73281db9c68dcaf729bf3e8d62455f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_8eb4cef4585ddc34.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_8eb4cef4585ddc34 +-- problem_id: v2p_c14_bbcbd88b97bfb826 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_90896e333c4838b0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_90896e333c4838b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..8aaed0bac880a4ad101c9addc5ced8544cab9fdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_90896e333c4838b0.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_90896e333c4838b0 +-- problem_id: v2p_c14_b4db783cc2e4c8f8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "cdf" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "nom_2", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY "cdf", "measure_value" + ) AS "rn" + FROM "ranked" + WHERE "cdf" >= 0.95 +) +SELECT + "nom_2", + "measure_value" AS "percentile_measure" +FROM "percentile_rows" +WHERE "rn" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_90f9b92b95338a9b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_90f9b92b95338a9b.sql new file mode 100644 index 0000000000000000000000000000000000000000..7f9ba926f523f023e92c6ef7eeadd04d54ae7987 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_90f9b92b95338a9b.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_90f9b92b95338a9b +-- problem_id: v2p_c14_a39be11027203c83 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "day", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "day" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "day" + ) AS "cnt" + FROM "c14" + WHERE "day" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "day", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") AS INT) + + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INT) THEN 1 + ELSE 0 + END +) +SELECT + "day", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9223dfb99651fe04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9223dfb99651fe04.sql new file mode 100644 index 0000000000000000000000000000000000000000..7b8d312772d7c09c29e9fa9daa60a4d9af58fbfc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9223dfb99651fe04.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_9223dfb99651fe04 +-- problem_id: v2p_c14_f79f16734d9d1105 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_0", + AVG(CAST("day" AS REAL)) OVER (PARTITION BY "bin_0") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_92a40088dfbdb55f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_92a40088dfbdb55f.sql new file mode 100644 index 0000000000000000000000000000000000000000..9aa351555cdf076c4c2026fbd6ac7b4c3d87df6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_92a40088dfbdb55f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_92a40088dfbdb55f +-- problem_id: v2p_c14_80efaef513b8095a +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", + COUNT(*) AS support, + AVG("id") AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_92f13ab685839d61.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_92f13ab685839d61.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b7580275d03fe37957126f736c06d54d26b0d49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_92f13ab685839d61.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_92f13ab685839d61 +-- problem_id: v2p_c14_ad2613507a692741 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_4", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_4" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_930a0ebf29bc5637.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_930a0ebf29bc5637.sql new file mode 100644 index 0000000000000000000000000000000000000000..78f5171c484e39711a736889a602a69a456ae025 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_930a0ebf29bc5637.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_930a0ebf29bc5637 +-- problem_id: v2p_c14_4045df6b133469ea +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_94f9a4d5c583e5fd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_94f9a4d5c583e5fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..bae83c429291146b741ee67a910c29020c0788d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_94f9a4d5c583e5fd.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_94f9a4d5c583e5fd +-- problem_id: v2p_c14_891f7ea20074645d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9522e5d6267a6f7f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9522e5d6267a6f7f.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a9e61b2dc2a392e91c9e36ad3624d34ff20dd2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9522e5d6267a6f7f.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_9522e5d6267a6f7f +-- problem_id: v2p_c14_cc1107b07e34d673 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_1" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_956b56296846f87a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_956b56296846f87a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c24fdc75f8d83deccdc5c1afa5917d0d6814c21c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_956b56296846f87a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_956b56296846f87a +-- problem_id: v2p_c14_13b509ca3e37954d +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "bin_3" = 'T' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_963f2b35f772e8c7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_963f2b35f772e8c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..d71eb156420dc6a453b89e8442eb8fcca495dd3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_963f2b35f772e8c7.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_963f2b35f772e8c7 +-- problem_id: v2p_c14_02dbf05ee92b4f2a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_974bb8f8a4536369.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_974bb8f8a4536369.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7e2402078a0e2711199e8bec6a4e445e17a5ed2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_974bb8f8a4536369.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_974bb8f8a4536369 +-- problem_id: v2p_c14_2b7e76a731f559e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_6", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "bin_1") AS share_within_group +FROM "c14" +GROUP BY "bin_1", "nom_6" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_97c3b5f433a982ec.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_97c3b5f433a982ec.sql new file mode 100644 index 0000000000000000000000000000000000000000..1831b11c3051cf630cf053c3ec5a170273b6fb5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_97c3b5f433a982ec.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_97c3b5f433a982ec +-- problem_id: v2p_c14_5ac5dfd8b20293f3 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(*) AS support +FROM "c14" +WHERE "ord_4" = 'L' +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_98ac4a1e49d75e7f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_98ac4a1e49d75e7f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2afa3306c2daefee9d10f517c6f6658b703e6623 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_98ac4a1e49d75e7f.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_98ac4a1e49d75e7f +-- problem_id: v2p_c14_dccec041901b3a3f +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_98e11a678c953cc9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_98e11a678c953cc9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d46890e81ea4ab3e8587402f088b7f6c30667858 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_98e11a678c953cc9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_98e11a678c953cc9 +-- problem_id: v2p_c14_9ba797fab43c11b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", COUNT(*) AS row_count +FROM "c14" +GROUP BY "nom_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9bc8fb6ce811462a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9bc8fb6ce811462a.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd0956889b2763caa6541350d83b956470f13bc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9bc8fb6ce811462a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_9bc8fb6ce811462a +-- problem_id: v2p_c14_104591ca137359a1 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", SUM(CAST("month" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "bin_1" +HAVING SUM(CAST("month" AS REAL)) > 8.64 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9bcb6e23f81f7d28.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9bcb6e23f81f7d28.sql new file mode 100644 index 0000000000000000000000000000000000000000..980e6475cfeba4dc159bd2ec640795d974b1a584 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9bcb6e23f81f7d28.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_9bcb6e23f81f7d28 +-- problem_id: v2p_c14_c3f592f462ce09f4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_3", + CAST("month" AS INTEGER) AS "month_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_3" + ORDER BY CAST("month" AS INTEGER) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_3" + ) AS "cnt" + FROM "c14" + WHERE "ord_3" IS NOT NULL + AND "month" IS NOT NULL +), +"percentiles" AS ( + SELECT + "ord_3", + "month_value" AS "percentile_measure" + FROM "ranked" + WHERE "cnt" >= 5 + AND "rn" = CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "ord_3", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC, "ord_3" ASC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9caa9a44b5dcdb5a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9caa9a44b5dcdb5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..fd228175630abe63cb4c54e707aac125079146fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9caa9a44b5dcdb5a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_9caa9a44b5dcdb5a +-- problem_id: v2p_c14_ec1581d356259c47 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9dc6712ddc71d417.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9dc6712ddc71d417.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd73edcf896ffd99b6b24bae597769360aa9b877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9dc6712ddc71d417.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_9dc6712ddc71d417 +-- problem_id: v2p_c14_fa2b54d33f1f3701 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", + AVG(CASE WHEN "nom_3" = 'Finland' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9f0cad8f2a362332.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9f0cad8f2a362332.sql new file mode 100644 index 0000000000000000000000000000000000000000..d01662bc2327e12c2ebe757b20a1e235765afb05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_9f0cad8f2a362332.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_9f0cad8f2a362332 +-- problem_id: v2p_c14_b0a34022a147f3b0 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a1c47683101a3bf1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a1c47683101a3bf1.sql new file mode 100644 index 0000000000000000000000000000000000000000..84c7909bb251a367f53a83e7e3bb2b1183ea7e41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a1c47683101a3bf1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_a1c47683101a3bf1 +-- problem_id: v2p_c14_c6a60e655d5a1853 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS support +FROM "c14" +WHERE "ord_3" = 'k' +GROUP BY "day" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a2d23e55b56aa9ad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a2d23e55b56aa9ad.sql new file mode 100644 index 0000000000000000000000000000000000000000..361fb4bb18e1d30c61864511a8d3a368780e5d78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a2d23e55b56aa9ad.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_a2d23e55b56aa9ad +-- problem_id: v2p_c14_18fbab0db4d0c53a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "target", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "target") AS "avg_measure" +FROM "c14" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a2eb413819eaa2f3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a2eb413819eaa2f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..907c591b13d96e589c4fcf5bfd5841ed7c70998d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a2eb413819eaa2f3.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_a2eb413819eaa2f3 +-- problem_id: v2p_c14_726b9bc405fb99f6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_3" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_3" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a48def1fac311bab.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a48def1fac311bab.sql new file mode 100644 index 0000000000000000000000000000000000000000..b945e3e76fbb0058875d59ab31edf0b61b4fa905 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a48def1fac311bab.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_a48def1fac311bab +-- problem_id: v2p_c14_2a7622342a4f3f71 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_2" AS "group_col", + CAST("day" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "ord_2" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_2" + ) AS "cnt" + FROM "c14" + WHERE "ord_2" IS NOT NULL + AND "day" IS NOT NULL +) +SELECT + "group_col" AS "ord_2", + MIN("measure_val") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST(((95 * "cnt") + 99) / 100 AS INTEGER) +GROUP BY "group_col" +ORDER BY "percentile_measure" DESC, "ord_2" ASC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a4a3e1226ff57ba5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a4a3e1226ff57ba5.sql new file mode 100644 index 0000000000000000000000000000000000000000..60bceceaba0aa12e061146f1bbfa4efbc398a0b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a4a3e1226ff57ba5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_a4a3e1226ff57ba5 +-- problem_id: v2p_c14_2016905e483a004a +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a73ba360cdfd2c21.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a73ba360cdfd2c21.sql new file mode 100644 index 0000000000000000000000000000000000000000..38fa87b5f803f29d289fc75de190ce1f0325354b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a73ba360cdfd2c21.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_a73ba360cdfd2c21 +-- problem_id: v2p_c14_7722425792ccd3a5 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_1", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "nom_1" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a7fd2d16592bf513.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a7fd2d16592bf513.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5ef194355f9e9ab5f6318755adc7ae5cdd6845c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a7fd2d16592bf513.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_a7fd2d16592bf513 +-- problem_id: v2p_c14_42f4fd4c615a7d51 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + AVG(CASE WHEN "bin_0" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_1" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a9c95a859492c06d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a9c95a859492c06d.sql new file mode 100644 index 0000000000000000000000000000000000000000..610bb9e648002607f5a4995858b65b416032ba32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_a9c95a859492c06d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_a9c95a859492c06d +-- problem_id: v2p_c14_497c30dff9aac3fe +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", SUM("id") AS total_measure +FROM "c14" +GROUP BY "ord_2" +HAVING SUM("id") > 172611.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aa0ce1e3715de0a1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aa0ce1e3715de0a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..23ca93d87d9d773b58d54a41b0efe698257d63a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aa0ce1e3715de0a1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_aa0ce1e3715de0a1 +-- problem_id: v2p_c14_8775bf08dea3173c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "target" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "target" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aad17f0f5cfebf57.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aad17f0f5cfebf57.sql new file mode 100644 index 0000000000000000000000000000000000000000..9141c4960cae4f3d0c8ac4f46d3b5c5756c0a640 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aad17f0f5cfebf57.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_aad17f0f5cfebf57 +-- problem_id: v2p_c14_8542eff705bac723 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_abcf0c139716526d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_abcf0c139716526d.sql new file mode 100644 index 0000000000000000000000000000000000000000..53b82f8fa5b311c47085713fd481c91d77541b22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_abcf0c139716526d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_abcf0c139716526d +-- problem_id: v2p_c14_a72be5fed13a727f +-- realization_mode: agent +-- source_kind: agent +SELECT "day", COUNT(*) AS support +FROM "c14" +WHERE "nom_9" = '1f31c5cc1' +GROUP BY "day" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ac78e3f4dec88f80.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ac78e3f4dec88f80.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdc7deed00171c0b1c87596b488c577b984f53e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ac78e3f4dec88f80.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ac78e3f4dec88f80 +-- problem_id: v2p_c14_93392f2c2fd53416 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_5", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "ord_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_acdf881a75271013.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_acdf881a75271013.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99d5438a693da14484578247fd71164eed7b11f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_acdf881a75271013.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_acdf881a75271013 +-- problem_id: v2p_c14_4bf111cb8268f934 +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("month" AS REAL)) AS "total_measure" +FROM "c14" +GROUP BY "day" +HAVING SUM(CAST("month" AS REAL)) > 8.64 +ORDER BY "total_measure" DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aee611af23835dc1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aee611af23835dc1.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c7e77cc21cf704244a2ba7f4a37169ff6920c9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_aee611af23835dc1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_aee611af23835dc1 +-- problem_id: v2p_c14_3f1e3adec12fbcab +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", "ord_5", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "nom_1") AS share_within_group +FROM "c14" +GROUP BY "nom_1", "ord_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b06395c6c755c6fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b06395c6c755c6fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..d125413eac2cfc9f8066843e05e7a06875491e28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b06395c6c755c6fa.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_b06395c6c755c6fa +-- problem_id: v2p_c14_55e659b670f86cec +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b1df69eff5430dfd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b1df69eff5430dfd.sql new file mode 100644 index 0000000000000000000000000000000000000000..04d3e39736b15182781851a9c6000ec9735b730c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b1df69eff5430dfd.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_b1df69eff5430dfd +-- problem_id: v2p_c14_c88874444f8a333c +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT + "bin_1", + AVG(CAST("month" AS REAL)) OVER (PARTITION BY "bin_1") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b28565ebf7800378.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b28565ebf7800378.sql new file mode 100644 index 0000000000000000000000000000000000000000..09daf5e56ea97fb518ebd9cf751bab2893c731b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b28565ebf7800378.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_b28565ebf7800378 +-- problem_id: v2p_c14_fce8d5e04c056230 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_2", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_2" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_2" + ) AS "cnt" + FROM "c14" + WHERE "nom_2" IS NOT NULL + AND "ord_0" IS NOT NULL +), +"picked" AS ( + SELECT + "nom_2", + "measure_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "nom_2", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b30277d961ab4be3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b30277d961ab4be3.sql new file mode 100644 index 0000000000000000000000000000000000000000..d32194b734753315df0f045183def78a929a74f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b30277d961ab4be3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_b30277d961ab4be3 +-- problem_id: v2p_c14_da613c368c002395 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", SUM("ord_0") AS total_measure +FROM "c14" +GROUP BY "target" +HAVING SUM("ord_0") > 2.32 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b3bbb2903b7b932f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b3bbb2903b7b932f.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfb97fc4537d17633c6f8cee1b8cc85a9d37bad9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b3bbb2903b7b932f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_b3bbb2903b7b932f +-- problem_id: v2p_c14_8c0cf30b6b666abc +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "bin_1" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b4849bf67bf2ea4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b4849bf67bf2ea4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb860ad0cfaf7aec132a6f92449084f727607188 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b4849bf67bf2ea4e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_b4849bf67bf2ea4e +-- problem_id: v2p_c14_5dc1959874bc373f +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_3", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_3" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b6f0c3f0d1125dcc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b6f0c3f0d1125dcc.sql new file mode 100644 index 0000000000000000000000000000000000000000..4ecbb46ad226f3394a954ab943e09782b1db4935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b6f0c3f0d1125dcc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_b6f0c3f0d1125dcc +-- problem_id: v2p_c14_425ec0298a4d4ac6 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_8", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "bin_3") AS share_within_group +FROM "c14" +GROUP BY "bin_3", "nom_8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b853d39cd1e8a870.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b853d39cd1e8a870.sql new file mode 100644 index 0000000000000000000000000000000000000000..cca98f517a7471651cd4e1f5f5195b57464f0c0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b853d39cd1e8a870.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_b853d39cd1e8a870 +-- problem_id: v2p_c14_8f0f7b78608e3517 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b8eb12442d4a6dcd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b8eb12442d4a6dcd.sql new file mode 100644 index 0000000000000000000000000000000000000000..86472435bb052516484109c7200f9d39c6f20d98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b8eb12442d4a6dcd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_b8eb12442d4a6dcd +-- problem_id: v2p_c14_aeb8d480fbbdf851 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_5", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b942f122d3d0c092.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b942f122d3d0c092.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d2ede40d4f2c2c5c68cc2e3ed49e010a6589bad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b942f122d3d0c092.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_b942f122d3d0c092 +-- problem_id: v2p_c14_6847314b162e7c80 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b945d64cf3a1f0e4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b945d64cf3a1f0e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..94d28f91202438ad2c2cc3777ad165acd1dcadc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b945d64cf3a1f0e4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_b945d64cf3a1f0e4 +-- problem_id: v2p_c14_4a71c91ac6a39212 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS support +FROM "c14" +WHERE CAST("month" AS REAL) >= 9.0 +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b96af8289ef2f2a4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b96af8289ef2f2a4.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b72220e2ae230d2550c5d6c88bd151e0e060493 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_b96af8289ef2f2a4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_b96af8289ef2f2a4 +-- problem_id: v2p_c14_4c7fb2c67f2870be +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ba372fe4c011cdc3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ba372fe4c011cdc3.sql new file mode 100644 index 0000000000000000000000000000000000000000..a72e5530edcd97e06ef8f55dd7b15a82342542ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ba372fe4c011cdc3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_ba372fe4c011cdc3 +-- problem_id: v2p_c14_f59b510e491d5e6f +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_6") AS distinct_entities +FROM "c14" +GROUP BY "nom_1" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ba96a6080943d2f9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ba96a6080943d2f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b930b0fb433f3ff91cb3b400155d38f89435e6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ba96a6080943d2f9.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_ba96a6080943d2f9 +-- problem_id: v2p_c14_2ee4cb93209ce9e2 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT + "ord_1", + CAST("ord_0" AS INTEGER) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS INTEGER) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "ord_1") AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +) +SELECT + "ord_1", + MIN("measure_value") AS "percentile_measure" +FROM ranked +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "ord_1" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bc97c9bf96499de0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bc97c9bf96499de0.sql new file mode 100644 index 0000000000000000000000000000000000000000..34292e4c992a48ff53d7aaa817283be598019539 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bc97c9bf96499de0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_bc97c9bf96499de0 +-- problem_id: v2p_c14_f32582db4cae058f +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_3" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bcf98f7c35777379.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bcf98f7c35777379.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac229ae7f77a77f84f7b45ec35dd8846d4026442 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bcf98f7c35777379.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_bcf98f7c35777379 +-- problem_id: v2p_c14_8da3d03e0eb13b40 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "bin_2", + AVG("id") OVER (PARTITION BY "bin_2") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bdb664b46faf20c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bdb664b46faf20c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..56b9004fa71e252523047cb4066f55af0e68ed97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_bdb664b46faf20c9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_bdb664b46faf20c9 +-- problem_id: v2p_c14_d1b95ddf829a8132 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + COUNT(*) AS support, + AVG(CAST("id" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_8") AS distinct_entities +FROM "c14" +GROUP BY "nom_3" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_befa95f25f4993dd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_befa95f25f4993dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..4576880aa5f19a9ada67d4a1ece848ee15a40feb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_befa95f25f4993dd.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_befa95f25f4993dd +-- problem_id: v2p_c14_bd030f76d4bbe092 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "month" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "month" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c15428e50e3df145.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c15428e50e3df145.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d50f1de52794ba6a16a3b6132c81d60a0a2138e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c15428e50e3df145.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_c15428e50e3df145 +-- problem_id: v2p_c14_98ba3a54c3d0b161 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c2b955dd479ed647.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c2b955dd479ed647.sql new file mode 100644 index 0000000000000000000000000000000000000000..86c4cfa90b59de95f547baec5f7ddf0231ec6439 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c2b955dd479ed647.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_c2b955dd479ed647 +-- problem_id: v2p_c14_c6f589a2f66bb425 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_2", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_2" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c2f9b70010ddb5b5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c2f9b70010ddb5b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a5b8efb38cd3dc91505b0a67a0cf7773196032b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c2f9b70010ddb5b5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_c2f9b70010ddb5b5 +-- problem_id: v2p_c14_ba1c2f6aba4b7f35 +-- realization_mode: agent +-- source_kind: agent +SELECT + "nom_2", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "nom_2" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c43ab1f8aea8fc98.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c43ab1f8aea8fc98.sql new file mode 100644 index 0000000000000000000000000000000000000000..3916e45302f71527574f5b26ece353efd84babdc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c43ab1f8aea8fc98.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_c43ab1f8aea8fc98 +-- problem_id: v2p_c14_1888286ec534d7dd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS REAL) AS "id_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_0" + ) AS "cnt" + FROM "c14" + WHERE "ord_0" IS NOT NULL + AND "id" IS NOT NULL +), +"thresholded" AS ( + SELECT + "ord_0", + "id_value", + "rn", + "cnt", + CAST((0.95 * "cnt") AS INTEGER) + CASE + WHEN (0.95 * "cnt") > CAST((0.95 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "ord_0", + MIN("id_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "ord_0" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c60d4765402663e8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c60d4765402663e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0039159717dab60c68709db58b488d3169ffaf01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c60d4765402663e8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_c60d4765402663e8 +-- problem_id: v2p_c14_b1828e66fd19fc4c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_0" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c6507545b4e9b506.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c6507545b4e9b506.sql new file mode 100644 index 0000000000000000000000000000000000000000..20a9c0dc88269d4e78e062daed52c75508bcca07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c6507545b4e9b506.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_c6507545b4e9b506 +-- problem_id: v2p_c14_3b6996a020bbd8e7 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_4" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_4" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c82fc8f5eb272b96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c82fc8f5eb272b96.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbfb1d3040cff48f808878b703cfea03921f765e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c82fc8f5eb272b96.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_c82fc8f5eb272b96 +-- problem_id: v2p_c14_40b2adcc726155c5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "month", + AVG("id") OVER (PARTITION BY "month") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c909e912063bccca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c909e912063bccca.sql new file mode 100644 index 0000000000000000000000000000000000000000..d737b0d747db3b6f6e558e61cc1baea3d59455a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c909e912063bccca.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_c909e912063bccca +-- problem_id: v2p_c14_4658e7c6da011cb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_3", + AVG(CASE WHEN "bin_2" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c923845644bd3386.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c923845644bd3386.sql new file mode 100644 index 0000000000000000000000000000000000000000..7dabbe1349f0a6f265dd0c0e9a8296e687111d3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_c923845644bd3386.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_c923845644bd3386 +-- problem_id: v2p_c14_b28775f125ecf7ed +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_1" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_1" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ca0b42e4ab54a86e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ca0b42e4ab54a86e.sql new file mode 100644 index 0000000000000000000000000000000000000000..23d6df401b25509533ed56497b1265fd202d0a1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ca0b42e4ab54a86e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_ca0b42e4ab54a86e +-- problem_id: v2p_c14_7d2edc7644d20b0c +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_1" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cab314e1cb32d6e3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cab314e1cb32d6e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..49aaf2f6415a0cae4ceafb9bb4207331f66e0da2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cab314e1cb32d6e3.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_cab314e1cb32d6e3 +-- problem_id: v2p_c14_fafbc8c6ba2b05ad +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + AVG(CASE WHEN "bin_1" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cad38a5f7cf9674f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cad38a5f7cf9674f.sql new file mode 100644 index 0000000000000000000000000000000000000000..70a9f8a9acee6c6ed59dca923b6b05ce78c967a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cad38a5f7cf9674f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_cad38a5f7cf9674f +-- problem_id: v2p_c14_fff65143013feb29 +-- realization_mode: agent +-- source_kind: agent +SELECT "month", COUNT(*) AS support +FROM "c14" +WHERE CAST("ord_0" AS REAL) >= 2.5 +GROUP BY "month" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cb0355276263441a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cb0355276263441a.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccea426c197858622c118c6ab4ed8bac2779d748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cb0355276263441a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_cb0355276263441a +-- problem_id: v2p_c14_70ad390cf4648348 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cbd90231abc70c6b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cbd90231abc70c6b.sql new file mode 100644 index 0000000000000000000000000000000000000000..89e73f9252af4299c78ebf07ffe689cec78589e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cbd90231abc70c6b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_cbd90231abc70c6b +-- problem_id: v2p_c14_415c8376b667a988 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_3", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cbebce37bd7adfe5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cbebce37bd7adfe5.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4370d1870725c96e7226dad08f32a3984f0c6a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cbebce37bd7adfe5.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_c14_cbebce37bd7adfe5 +-- problem_id: v2p_c14_cd673b7c098b1a84 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_2" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cc11a3ca60aed68a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cc11a3ca60aed68a.sql new file mode 100644 index 0000000000000000000000000000000000000000..b254adf915343c8f3ef3ba67397aeb3c81e24282 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cc11a3ca60aed68a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_cc11a3ca60aed68a +-- problem_id: v2p_c14_fd62cacebfe0f0f0 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "bin_4" = 'N' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cef6bd2af8d1adae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cef6bd2af8d1adae.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2ea5eb2741c2abb0bb080ff99a5db48883e3351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cef6bd2af8d1adae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_cef6bd2af8d1adae +-- problem_id: v2p_c14_e0c31fcd717b3e58 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_9", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cf9a4ff25951fe6a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cf9a4ff25951fe6a.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2fc7888d228cd81cfe9637c73224f4f09308ebd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_cf9a4ff25951fe6a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_cf9a4ff25951fe6a +-- problem_id: v2p_c14_f5771f6b0712b394 +-- realization_mode: agent +-- source_kind: agent +SELECT "target", COUNT(*) AS support +FROM "c14" +WHERE "ord_5" = 'aM' +GROUP BY "target" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d046f08dd67ce888.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d046f08dd67ce888.sql new file mode 100644 index 0000000000000000000000000000000000000000..518dbc2e7947a7c461f8ee9c5daa65110c04cf73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d046f08dd67ce888.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_d046f08dd67ce888 +-- problem_id: v2p_c14_92a9621794c3a7ee +-- realization_mode: agent +-- source_kind: agent +SELECT "target", SUM(CAST("ord_0" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "target" +HAVING SUM(CAST("ord_0" AS REAL)) > 2.5 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d0af920575e76399.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d0af920575e76399.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5705b39cc0acca30e9b6c1f70ece6b8735c25ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d0af920575e76399.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_d0af920575e76399 +-- problem_id: v2p_c14_4c9980e2d26977b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", + AVG(CASE WHEN "nom_0" = 'Blue' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "c14" +GROUP BY "ord_1" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d15fda0587588834.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d15fda0587588834.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcf44db9bbd79e25f8d21afbff4cc4a7b1c0dbc4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d15fda0587588834.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_d15fda0587588834 +-- problem_id: v2p_c14_748ac38e8a4f7aa2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "bin_2" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "bin_2" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d29966bd4eb76354.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d29966bd4eb76354.sql new file mode 100644 index 0000000000000000000000000000000000000000..c638977dd9e3e49949c42afa3c3ed4b74ac02383 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d29966bd4eb76354.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_c14_d29966bd4eb76354 +-- problem_id: v2p_c14_175d2ab9bcf81aa6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "ord_1", + "ord_2", + COUNT(*) AS "support" +FROM "c14" +GROUP BY "ord_1", "ord_2" +ORDER BY "support" ASC, "ord_1", "ord_2" +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d46ea78e7fbd6eaf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d46ea78e7fbd6eaf.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e0a89430907f05388521842bb4a2796be633f28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d46ea78e7fbd6eaf.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_d46ea78e7fbd6eaf +-- problem_id: v2p_c14_4bca781b89f76f25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_1", + CAST("ord_0" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_1" + ORDER BY CAST("ord_0" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_1" + ) AS "cnt" + FROM "c14" + WHERE "ord_1" IS NOT NULL + AND "ord_0" IS NOT NULL +) +SELECT + "ord_1", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "cnt" >= 5 + AND "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d6d93abb29c983b6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d6d93abb29c983b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2b1aaeb4d0e6843a43a9ac0fd1ae3cd3e254d4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d6d93abb29c983b6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_d6d93abb29c983b6 +-- problem_id: v2p_c14_2a939f974afc33af +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_8", + SUM(CAST("month" AS REAL)) AS total_measure, + SUM(CAST("month" AS REAL)) * 100.0 / SUM(SUM(CAST("month" AS REAL))) OVER (PARTITION BY "bin_3") AS share_within_group +FROM "c14" +GROUP BY "bin_3", "nom_8" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d7b727b1e9394885.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d7b727b1e9394885.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1972796c86922d2bbafc3eb2a03f9aeb0e6f066 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d7b727b1e9394885.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_d7b727b1e9394885 +-- problem_id: v2p_c14_b8d55a61b0d9f99e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d7e32000d81b8802.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d7e32000d81b8802.sql new file mode 100644 index 0000000000000000000000000000000000000000..393c242746dab905a8fe2d429cd6592cd5de2e02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d7e32000d81b8802.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_d7e32000d81b8802 +-- problem_id: v2p_c14_1f37632316518230 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_3", + AVG(CASE WHEN "nom_2" = 'Dog' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_3" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d93f4854fb8a24fb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d93f4854fb8a24fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..156e459544d17ea4a270fa48ab474b781e24e1bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_d93f4854fb8a24fb.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_d93f4854fb8a24fb +-- problem_id: v2p_c14_4e1c47f642b78608 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_1", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_1" +HAVING COUNT(*) >= 4 +ORDER BY focus_rate DESC, support ASC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db197f403cadc40b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db197f403cadc40b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5eea5de7d3d0e669e96c2ed4fcd9c6f2865494d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db197f403cadc40b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_db197f403cadc40b +-- problem_id: v2p_c14_d32e7b2e60f25522 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db19b4e872072175.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db19b4e872072175.sql new file mode 100644 index 0000000000000000000000000000000000000000..92c614db245e9e9c5271592fbb48c5b8bf291922 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db19b4e872072175.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_db19b4e872072175 +-- problem_id: v2p_c14_2f051dc7864c4508 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", + COUNT(*) AS support, + AVG(CAST("month" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_7") AS distinct_entities +FROM "c14" +GROUP BY "nom_2" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db8c771799e7923d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db8c771799e7923d.sql new file mode 100644 index 0000000000000000000000000000000000000000..e502fbc539f030bf5dadf399ce48b4dbfc6ed389 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_db8c771799e7923d.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_db8c771799e7923d +-- problem_id: v2p_c14_d181cc9ad2e533de +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_3", + CAST("day" AS REAL) AS "day_value", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY CAST("day" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "nom_3" + ) AS "cnt" + FROM "c14" + WHERE "nom_3" IS NOT NULL + AND "day" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "nom_3", + "day_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "nom_3" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "nom_3", + "percentile_measure" +FROM "percentile_pick" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_dc9e6a8fb5868487.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_dc9e6a8fb5868487.sql new file mode 100644 index 0000000000000000000000000000000000000000..8a0d6032661aa4972e87104c6e7b225117531fd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_dc9e6a8fb5868487.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_dc9e6a8fb5868487 +-- problem_id: v2p_c14_cb309b5d2a39e7f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_3" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_dd71089af579d3bc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_dd71089af579d3bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..d33e77aab6e28f1aea711a0c6d8fc2364bcc5862 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_dd71089af579d3bc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_dd71089af579d3bc +-- problem_id: v2p_c14_e71773eb8425c476 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "id", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "id" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ddcc09f08b7decc4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ddcc09f08b7decc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d5c7541552c0216ddda6e4f7169ff9fa25c55b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ddcc09f08b7decc4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_ddcc09f08b7decc4 +-- problem_id: v2p_c14_04e5f4b2ae3d87d9 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "ord_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "ord_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_defc8c9943fa7245.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_defc8c9943fa7245.sql new file mode 100644 index 0000000000000000000000000000000000000000..73df59c7cc221b6f69b391cd6e2fead9ab8c46c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_defc8c9943fa7245.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_defc8c9943fa7245 +-- problem_id: v2p_c14_48a97aec49ae370b +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + AVG(CASE WHEN "bin_4" = 'Y' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_0" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_deff8bc6ed083c47.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_deff8bc6ed083c47.sql new file mode 100644 index 0000000000000000000000000000000000000000..50c07cb43575d730f09520214712024715be2358 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_deff8bc6ed083c47.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_deff8bc6ed083c47 +-- problem_id: v2p_c14_af48719cdbac6d6c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_0" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e1012d7b23ec47d2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e1012d7b23ec47d2.sql new file mode 100644 index 0000000000000000000000000000000000000000..2fa469a69d374eb0292d449ffb56d6685f79f819 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e1012d7b23ec47d2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_e1012d7b23ec47d2 +-- problem_id: v2p_c14_db6d99872ad289bb +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", "nom_7", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "ord_0") AS share_within_group +FROM "c14" +GROUP BY "ord_0", "nom_7" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e4edafa6eba44e98.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e4edafa6eba44e98.sql new file mode 100644 index 0000000000000000000000000000000000000000..f419ea8e8de63345a7fb26ffbf37998de00a24c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e4edafa6eba44e98.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_e4edafa6eba44e98 +-- problem_id: v2p_c14_52502e233131962b +-- realization_mode: agent +-- source_kind: agent +SELECT "day", SUM(CAST("month" AS REAL)) AS total_measure +FROM "c14" +GROUP BY "day" +HAVING SUM(CAST("month" AS REAL)) > 9.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e506a0f9c9dea5f0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e506a0f9c9dea5f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..8935e6d1985107eeee74d9d4afbcff5229c8efea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e506a0f9c9dea5f0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_e506a0f9c9dea5f0 +-- problem_id: v2p_c14_3a18ee1eb6f2b7d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + AVG(CASE WHEN "bin_3" = 'F' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "nom_4" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e580f449af8a55d7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e580f449af8a55d7.sql new file mode 100644 index 0000000000000000000000000000000000000000..22df800419c77972163a222f0b08aa42eeeb9370 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e580f449af8a55d7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_e580f449af8a55d7 +-- problem_id: v2p_c14_d1227cb22a96dd72 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_6", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "nom_6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e66aadb7863fdb83.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e66aadb7863fdb83.sql new file mode 100644 index 0000000000000000000000000000000000000000..1732b6a8bea6f4a4d0578468c0fd2a514c755fb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e66aadb7863fdb83.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_e66aadb7863fdb83 +-- problem_id: v2p_c14_50d8f667cb231d55 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_2", "id", + SUM("month") AS total_measure, + SUM("month") * 100.0 / SUM(SUM("month")) OVER (PARTITION BY "nom_2") AS share_within_group +FROM "c14" +GROUP BY "nom_2", "id" +ORDER BY share_within_group DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e677934912f0eeb1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e677934912f0eeb1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e34818ed47c5d7bd27bd63deb366d358d90bd882 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e677934912f0eeb1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_e677934912f0eeb1 +-- problem_id: v2p_c14_fccfb06fc3aae54c +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", COUNT(*) AS support +FROM "c14" +WHERE "target" = '0' +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e83823cb2c471898.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e83823cb2c471898.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c353443a498cd2d1782911dde081851265fac9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e83823cb2c471898.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_e83823cb2c471898 +-- problem_id: v2p_c14_50575d113409eaaf +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_1", AVG(CAST("ord_0" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_1" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e925f47fd547e860.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e925f47fd547e860.sql new file mode 100644 index 0000000000000000000000000000000000000000..82f1a2d4a94b90bdccbb191576bd0864ffd5b7bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e925f47fd547e860.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_e925f47fd547e860 +-- problem_id: v2p_c14_c5ef1c21e47395cd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e9778de8b509d6f5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e9778de8b509d6f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ecf84529403ff79b753d1b21f09657ddc8a231d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_e9778de8b509d6f5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_c14_e9778de8b509d6f5 +-- problem_id: v2p_c14_61a0b9beb09de6c9 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", SUM("day") AS total_measure +FROM "c14" +GROUP BY "ord_4" +HAVING SUM("day") > 3.64 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ea07271a5d6bbe20.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ea07271a5d6bbe20.sql new file mode 100644 index 0000000000000000000000000000000000000000..216985d7e841ecf0168e3adb8749cd26a637b295 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ea07271a5d6bbe20.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_ea07271a5d6bbe20 +-- problem_id: v2p_c14_e140442dc179a4f6 +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_4", + COUNT(*) AS support, + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS focus_rate +FROM "c14" +GROUP BY "bin_4" +HAVING COUNT(*) >= 5 +ORDER BY focus_rate DESC, support ASC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_eb5bd4f5601722a8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_eb5bd4f5601722a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b394feaa31ffdf4e705cbee64a637208ae47681 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_eb5bd4f5601722a8.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_eb5bd4f5601722a8 +-- problem_id: v2p_c14_e48925e4bdf25485 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "ord_0", + CAST("id" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "ord_0" + ORDER BY CAST("id" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "ord_0" + ) AS "cnt" + FROM "c14" + WHERE "ord_0" IS NOT NULL + AND "id" IS NOT NULL +) +SELECT + "ord_0", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_eb96ee4865dbf20a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_eb96ee4865dbf20a.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e7e7a34c5ef192a21d35a701cdf2e880c1577d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_eb96ee4865dbf20a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_eb96ee4865dbf20a +-- problem_id: v2p_c14_a5377cd1121b4687 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ebc2f4109709ce00.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ebc2f4109709ce00.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4c128c7e574dd2b1fadb7d1e6347203bd9b408e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ebc2f4109709ce00.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ebc2f4109709ce00 +-- problem_id: v2p_c14_8d7dea800d808c53 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ebdc4adf2f71cbc8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ebdc4adf2f71cbc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..d10b6c7b6bf1e35044f640aa9d9e1894cc64e824 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ebdc4adf2f71cbc8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ebdc4adf2f71cbc8 +-- problem_id: v2p_c14_5ddef6dac3f351db +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_1", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_1" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ec18b1c9d0159541.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ec18b1c9d0159541.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2f47927e16c6cd8b5a735a0b4b2a348537ace19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ec18b1c9d0159541.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_ec18b1c9d0159541 +-- problem_id: v2p_c14_54ebafa8c2c2fa7f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_3", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ed11df3104191a1e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ed11df3104191a1e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5efa1858ff5a043605918822761c3eeaf07a8df5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ed11df3104191a1e.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tail_target_rate_extremes_v2 +-- query_record_id: v2q_c14_ed11df3104191a1e +-- problem_id: v2p_c14_0e0bba132b8eddfc +-- realization_mode: agent +-- source_kind: agent +SELECT + "bin_2", + COUNT(*) AS "support", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS "focus_rate" +FROM "c14" +GROUP BY "bin_2" +HAVING COUNT(*) >= 5 +ORDER BY "focus_rate" DESC, "support" ASC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ee038e1f80efae48.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ee038e1f80efae48.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae36ce4fc3a34dcabac8ae22913fa5684ffc7f05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ee038e1f80efae48.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_ee038e1f80efae48 +-- problem_id: v2p_c14_73ec974f929d50ac +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("ord_0") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ee092882d12fecef.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ee092882d12fecef.sql new file mode 100644 index 0000000000000000000000000000000000000000..6394cf2fcd0bcc7063a9545fbaa42ae48d98252a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_ee092882d12fecef.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_c14_ee092882d12fecef +-- problem_id: v2p_c14_82a7fff99d758765 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", + AVG(CASE WHEN "nom_1" = 'Trapezoid' THEN 1 ELSE 0 END) AS condition_rate +FROM "c14" +GROUP BY "ord_2" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f0012262395e0cad.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f0012262395e0cad.sql new file mode 100644 index 0000000000000000000000000000000000000000..b57d5a69b45e5a31cc7ca3a73c23b8a8224533b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f0012262395e0cad.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f0012262395e0cad +-- problem_id: v2p_c14_c084cf957fbae6ee +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_2", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "bin_2" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f04f45855a2c1a33.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f04f45855a2c1a33.sql new file mode 100644 index 0000000000000000000000000000000000000000..9dae3595dc52ba760f5a87127fefa128800fc20f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f04f45855a2c1a33.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_f04f45855a2c1a33 +-- problem_id: v2p_c14_630ded0244ddc09a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", COUNT(*) AS support +FROM "c14" +WHERE "nom_8" = 'fd0041a98' +GROUP BY "ord_4" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f095edfae36cc92e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f095edfae36cc92e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e16f2d4a626a67b7e5833830fef38707e36c173b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f095edfae36cc92e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_f095edfae36cc92e +-- problem_id: v2p_c14_74d1cab08599e311 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "bin_4", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "bin_4" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f0ee96dd11877d91.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f0ee96dd11877d91.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1ada8f749f85c9f6622106982f35130ef885f3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f0ee96dd11877d91.sql @@ -0,0 +1,20 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_f0ee96dd11877d91 +-- problem_id: v2p_c14_5a322045278b575f +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", "nom_6", + SUM(CAST("ord_0" AS REAL)) AS total_measure, + SUM(CAST("ord_0" AS REAL)) * 100.0 / SUM(SUM(CAST("ord_0" AS REAL))) OVER (PARTITION BY "bin_1") AS share_within_group +FROM "c14" +GROUP BY "bin_1", "nom_6" +ORDER BY share_within_group DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f1f63d7de62bd1ce.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f1f63d7de62bd1ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec877b01089a1018b5891ed0b210dab9c3df5e80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f1f63d7de62bd1ce.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f1f63d7de62bd1ce +-- problem_id: v2p_c14_f1b3f5d0b05a2965 +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "nom_4" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f2863e4d75d051e7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f2863e4d75d051e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..06dc2e3f606ed0d135fffaa7861354147402b46f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f2863e4d75d051e7.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_f2863e4d75d051e7 +-- problem_id: v2p_c14_2ddcaa2aafe197eb +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_4", AVG("id") AS avg_measure +FROM "c14" +GROUP BY "ord_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3877a5566302bb1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3877a5566302bb1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e10171c01c00c58aa91d71f55a05c47f3e15ce57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3877a5566302bb1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_c14_f3877a5566302bb1 +-- problem_id: v2p_c14_bb0f12bf0aae538e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_0", COUNT(*) AS support +FROM "c14" +WHERE "ord_2" = 'Hot' +GROUP BY "bin_0" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3a418c7f786e422.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3a418c7f786e422.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab939f0bb3dfe9c4541c614ed29675152b685718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3a418c7f786e422.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f3a418c7f786e422 +-- problem_id: v2p_c14_0c76019d957a6c19 +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_0", + COUNT(*) AS support, + AVG(CAST("day" AS REAL)) AS avg_measure, + COUNT(DISTINCT "ord_4") AS distinct_entities +FROM "c14" +GROUP BY "ord_0" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3ee33af3e290c7b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3ee33af3e290c7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1c064153aa5303567e021504a2e4e3818f0188a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f3ee33af3e290c7b.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_f3ee33af3e290c7b +-- problem_id: v2p_c14_3df1c002f3eccd50 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "nom_0" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "nom_0" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f49b3c411758a177.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f49b3c411758a177.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7fa04109527f73a6ce1089f634a040b7fe8cd3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f49b3c411758a177.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_f49b3c411758a177 +-- problem_id: v2p_c14_9ce6570baf88ea1e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "nom_4", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "nom_4" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f4a25e27e8a93207.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f4a25e27e8a93207.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bc3b19855a25e4bdcfb3f9a8734ff9f580cf0a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f4a25e27e8a93207.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_f4a25e27e8a93207 +-- problem_id: v2p_c14_afcff48ed642a14e +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_4", AVG(CAST("month" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "nom_4" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f582760bac352fdf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f582760bac352fdf.sql new file mode 100644 index 0000000000000000000000000000000000000000..86db5e1772dde22f03902fd4aacd3711a9650aca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f582760bac352fdf.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_c14_f582760bac352fdf +-- problem_id: v2p_c14_48ebd75dc1e7a726 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "nom_4", + CAST("month" AS REAL) AS "month_value", + ROW_NUMBER() OVER (PARTITION BY "nom_4" ORDER BY CAST("month" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "nom_4") AS "cnt" + FROM "c14" + WHERE "nom_4" IS NOT NULL + AND "month" IS NOT NULL +), +"picked" AS ( + SELECT + "nom_4", + "month_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "nom_4", + "month_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC, "nom_4"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f5e5c725ec1f838a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f5e5c725ec1f838a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3a42d62b4b78023eb95e515e1d475ce5475af958 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f5e5c725ec1f838a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_f5e5c725ec1f838a +-- problem_id: v2p_c14_40be173b295e4fbd +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_0", COUNT(*) AS row_count +FROM "c14" +GROUP BY "nom_0" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f619be75c775a3e9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f619be75c775a3e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..76dcf969b02207dd690e79e3bbaab80797904c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f619be75c775a3e9.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_f619be75c775a3e9 +-- problem_id: v2p_c14_878e90f7011dc418 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_0", + AVG(CASE WHEN "target" = '0' THEN 1 ELSE 0 END) AS target_rate +FROM "c14" +GROUP BY "bin_3", "ord_0" +ORDER BY target_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f70902ada2a79825.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f70902ada2a79825.sql new file mode 100644 index 0000000000000000000000000000000000000000..6fadb110c1f41432e6fa01537a8110b3d061c71f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f70902ada2a79825.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_clickbench_group_summary_topk +-- query_record_id: v2q_c14_f70902ada2a79825 +-- problem_id: v2p_c14_59caac7625524267 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", + COUNT(*) AS support, + AVG(CAST("ord_0" AS REAL)) AS avg_measure, + COUNT(DISTINCT "nom_9") AS distinct_entities +FROM "c14" +GROUP BY "bin_1" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f747217bad64c798.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f747217bad64c798.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9b2c974bbbd476bf082620f31c992ee0d07a2cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f747217bad64c798.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_f747217bad64c798 +-- problem_id: v2p_c14_b19414336636ff00 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_7", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f7f5918801c645dc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f7f5918801c645dc.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b0a4d49a34141fdd4ad6f3f39add92c3c74a25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_f7f5918801c645dc.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_c14_f7f5918801c645dc +-- problem_id: v2p_c14_c278e0f04a80e86a +-- realization_mode: agent +-- source_kind: agent +SELECT "ord_2", AVG(CAST("day" AS REAL)) AS avg_measure +FROM "c14" +GROUP BY "ord_2" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa29817b6302bfc8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa29817b6302bfc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..1be075a557061e1840d98e997a8287a8c44915e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa29817b6302bfc8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fa29817b6302bfc8 +-- problem_id: v2p_c14_ed4031f298f429f4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("day") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa5886a1bab92178.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa5886a1bab92178.sql new file mode 100644 index 0000000000000000000000000000000000000000..f8ee4d9b836a4e9fb1dbe527eae14244e34ca047 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa5886a1bab92178.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_c14_fa5886a1bab92178 +-- problem_id: v2p_c14_30178715e70649dc +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "ord_3", + AVG(CAST("ord_0" AS REAL)) OVER (PARTITION BY "ord_3") AS avg_measure +FROM "c14" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa58ca303ecd657a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa58ca303ecd657a.sql new file mode 100644 index 0000000000000000000000000000000000000000..faf8da1eb96bf9833d045fa3f86f1123c019d41c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa58ca303ecd657a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fa58ca303ecd657a +-- problem_id: v2p_c14_28a0d1fed3128d0a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ord_4", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "ord_4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa67ea44189197fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa67ea44189197fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcbafb01372520a514451d84607da69efc867432 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fa67ea44189197fa.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_c14_fa67ea44189197fa +-- problem_id: v2p_c14_5222714a7d5e858c +-- realization_mode: agent +-- source_kind: agent +SELECT "nom_1", "ord_5", + SUM(CAST("day" AS REAL)) AS total_measure, + SUM(CAST("day" AS REAL)) * 100.0 / SUM(SUM(CAST("day" AS REAL))) OVER (PARTITION BY "nom_1") AS share_within_group +FROM "c14" +GROUP BY "nom_1", "ord_5" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fb675645579573c4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fb675645579573c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bc859713dd5352a8d929946857ab9f5eb4beee0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fb675645579573c4.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_c14_fb675645579573c4 +-- problem_id: v2p_c14_5ae4f5176531127c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "day" AS value_label, COUNT(*) AS support + FROM "c14" + GROUP BY "day" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fbb82cd24518df63.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fbb82cd24518df63.sql new file mode 100644 index 0000000000000000000000000000000000000000..3fc78678d70c40aea27844afb4f816fe351b777e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fbb82cd24518df63.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_c2_two_dim_target_rate +-- query_record_id: v2q_c14_fbb82cd24518df63 +-- problem_id: v2p_c14_16da244a13d4648e +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_3", "ord_3", + AVG(CASE WHEN "target" = '1' THEN 1 ELSE 0 END) AS "target_rate" +FROM "c14" +GROUP BY "bin_3", "ord_3" +ORDER BY "target_rate" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fcc5f18e570ecbc7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fcc5f18e570ecbc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..f344bb5c537dcd0661b06806275aaf6584cc9902 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fcc5f18e570ecbc7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_c14_fcc5f18e570ecbc7 +-- problem_id: v2p_c14_8701649a1add5249 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "nom_8", + COUNT(*) AS support, + AVG("month") AS avg_response +FROM "c14" +GROUP BY "nom_8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fe0935eb4a0a19cb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fe0935eb4a0a19cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..185ba94ebf69bce81ab6f893fe250e5b2712cd87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/c14/sql/v2q_c14_fe0935eb4a0a19cb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: c14 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_c14_fe0935eb4a0a19cb +-- problem_id: v2p_c14_cc9b22f3e28dd768 +-- realization_mode: agent +-- source_kind: agent +SELECT "bin_1", COUNT(*) AS row_count +FROM "c14" +GROUP BY "bin_1" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f03e676c1d68a79cff690ab6c355c066410f9b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"27.7004": "0", "support": 41, "avg_response": 23.999756097560976}, {"27.7004": "-0.0001", "support": 7, "avg_response": 22.53184285714286}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f15ec2848cc406a1024affcb7aedd4c11a26aac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_00a98cdf1e618aa0 +-- problem_id: v2p_n11_528c4e96c47e00b8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38434ecfcf1e34de97543c35dcfc43d6dd92d79f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_00a98cdf1e618aa0\n-- problem_id: v2p_n11_528c4e96c47e00b8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_00a98cdf1e618aa0\\n-- problem_id: v2p_n11_528c4e96c47e00b8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 23.999756097560976}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 22.53184285714286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86b287cb55c43c3cd0aa10f2c76f3cd0b07e6b55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.789645+00:00", + "ended_at": "2026-05-04T09:41:38.818018+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_00a98cdf1e618aa0", + "problem_id": "v2p_n11_528c4e96c47e00b8", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_00a98cdf1e618aa0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_00a98cdf1e618aa0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e29cde59385656879af763bf0947ade2fa55a0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7330, "bytes_utf8": 7330, "lines": 226, "estimated_tokens": 2393}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 782, "bytes_utf8": 782, "lines": 1, "estimated_tokens": 243}, "usage": {"input_tokens": 22484, "cached_input_tokens": 21888, "output_tokens": 310}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18b36b73cccf1c6d48bd3dc5f109ed9a4401791a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_01beefc3cbf66fa4", + "api_calls": 0, + "input_tokens": 22484, + "cached_input_tokens": 21888, + "output_tokens": 310, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2393, + "estimated_output_tokens": 243, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15413.73, + "sql_execution_elapsed_ms_total": 34.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_01beefc3cbf66fa4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..467fcf03ede7d20bafbde0973c8b08cb2cef060f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:41:22.771819+00:00", + "ended_at": "2026-05-04T09:41:38.185664+00:00", + "elapsed_ms": 15413.73, + "prompt_metrics": { + "chars": 7330, + "bytes_utf8": 7330, + "lines": 226, + "estimated_tokens": 2393 + }, + "stdout_metrics": { + "chars": 1139, + "bytes_utf8": 1139, + "lines": 4, + "estimated_tokens": 372 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 782, + "bytes_utf8": 782, + "lines": 1, + "estimated_tokens": 243 + }, + "usage": { + "input_tokens": 22484, + "cached_input_tokens": 21888, + "output_tokens": 310 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00f9663a15238dde3e7af60bd025d99a6b9a7d33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16eec4f968021ddbea3c709b9130f954d00c5057 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25d-216c-7990-b2c4-fca4b5054054"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"40.092\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"40.092\\\" AS REAL) * CAST(\\\"40.092\\\" AS REAL)) - AVG(CAST(\\\"40.092\\\" AS REAL)) * AVG(CAST(\\\"40.092\\\" AS REAL))) AS stddev_val\\n FROM \\\"n11\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"40.092\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n11\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"40.092\\\" AS REAL) DESC;\",\"notes\":\"Adapted the template for SQLite by replacing STDDEV with a variance-based standard deviation calculation using AVG and SQRT, and casting the TEXT measure column \\\"40.092\\\" to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22484,"cached_input_tokens":21888,"output_tokens":310}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5710f0e9057d0bc80d98672bd808da70773f272 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"40.092\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"40.092\" AS REAL) * CAST(\"40.092\" AS REAL)) - AVG(CAST(\"40.092\" AS REAL)) * AVG(CAST(\"40.092\" AS REAL))) AS stddev_val\n FROM \"n11\"\n),\nscored AS (\n SELECT\n \"n11\".*,\n (CAST(\"40.092\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n11\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"40.092\" AS REAL) DESC;","notes":"Adapted the template for SQLite by replacing STDDEV with a variance-based standard deviation calculation using AVG and SQRT, and casting the TEXT measure column \"40.092\" to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c05de7f4dfefdbcba0584926b470f923d82a40e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:22.991891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:25.342478Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:37.284369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7ca414e1348eb4901c206db8c720121a684e9e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092. +Result preview: [{"28.7967": "23.224", "16.0021": "0", "2.6449": "2.1089", "0.3918": "0.7549", "0.1982": "0.3852", "27.7004": "0", "22.011": "0", "-8.2027": "-13.9836", "40.092": "90", "81.8828": "116.265", "g": "g", "z_score": 2.388761375495827}, {"28.7967": "24.2239", "16.0021": "0", "2.6449": "2.2028", "0.3918": "0.6771", "0.1982": "0.348", "27.7004": "0", "22.011": "0", "-8.2027": "-5.4495", "40.092": "90", "81.8828": "90.1881", "g": "g", "z_score": 2.388761375495827}, {"28.7967": "17.8001", "16.0021": "10.926", "2.6449": "2.1673", "0.3918": "0.5306", "0.1982": "0.2687", "27.7004": "0", "22.011": "0", "-8.2027": "2.386", "40.092": "90", "81.8828": "194.898", "g": "g", "z_score": 2.388761375495827}, {"28.7967": "23.7081", "16.0021": "0", "2.6449": "2.2055", "0.3918": "0.7913", "0.1982": "0.5016", "27.7004": "0", "22.011": "0", "-8.2027": "19.648", "40.092": "90", "81.8828": "248.785", "g": "h", "z_score": 2.388761375495827}, {"28.7967": "180.692", "16.0021": "56.3602", "2.6449": "4.1013", "0.3918": "0.0459", "0.1982": "0.0244", "27.7004": "-147.411", "22.011": "-108.561", "-8.2027": "24.3209", "40.092": "89.9798", "81.8828": "231.756", "g": "h", "z_score": 2.387987531854919}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01c222a0973b666ae090da72eece17e3cf7d190e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_01beefc3cbf66fa4 +-- problem_id: v2p_n11_1c4765a26ce6381c +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("40.092" AS REAL)) AS mean_val, + SQRT(AVG(CAST("40.092" AS REAL) * CAST("40.092" AS REAL)) - AVG(CAST("40.092" AS REAL)) * AVG(CAST("40.092" AS REAL))) AS stddev_val + FROM "n11" +), +scored AS ( + SELECT + "n11".*, + (CAST("40.092" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n11" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("40.092" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4d575780e83336fe7fa309c6d5321d70bdbba1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"40.092\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"40.092\" AS REAL) * CAST(\"40.092\" AS REAL)) - AVG(CAST(\"40.092\" AS REAL)) * AVG(CAST(\"40.092\" AS REAL))) AS stddev_val\n FROM \"n11\"\n),\nscored AS (\n SELECT\n \"n11\".*,\n (CAST(\"40.092\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\n FROM \"n11\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"40.092\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"40.092\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"40.092\\\" AS REAL) * CAST(\\\"40.092\\\" AS REAL)) - AVG(CAST(\\\"40.092\\\" AS REAL)) * AVG(CAST(\\\"40.092\\\" AS REAL))) AS stddev_val\\n FROM \\\"n11\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"40.092\\\" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score\\n FROM \\\"n11\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"40.092\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"z_score\"], \"rows\": [{\"28.7967\": \"23.224\", \"16.0021\": \"0\", \"2.6449\": \"2.1089\", \"0.3918\": \"0.7549\", \"0.1982\": \"0.3852\", \"27.7004\": \"0\", \"22.011\": \"0\", \"-8.2027\": \"-13.9836\", \"40.092\": \"90\", \"81.8828\": \"116.265\", \"g\": \"g\", \"z_score\": 2.388761375495827}, {\"28.7967\": \"24.2239\", \"16.0021\": \"0\", \"2.6449\": \"2.2028\", \"0.3918\": \"0.6771\", \"0.1982\": \"0.348\", \"27.7004\": \"0\", \"22.011\": \"0\", \"-8.2027\": \"-5.4495\", \"40.092\": \"90\", \"81.8828\": \"90.1881\", \"g\": \"g\", \"z_score\": 2.388761375495827}, {\"28.7967\": \"17.8001\", \"16.0021\": \"10.926\", \"2.6449\": \"2.1673\", \"0.3918\": \"0.5306\", \"0.1982\": \"0.2687\", \"27.7004\": \"0\", \"22.011\": \"0\", \"-8.2027\": \"2.386\", \"40.092\": \"90\", \"81.8828\": \"194.898\", \"g\": \"g\", \"z_score\": 2.388761375495827}, {\"28.7967\": \"23.7081\", \"16.0021\": \"0\", \"2.6449\": \"2.2055\", \"0.3918\": \"0.7913\", \"0.1982\": \"0.5016\", \"27.7004\": \"0\", \"22.011\": \"0\", \"-8.2027\": \"19.648\", \"40.092\": \"90\", \"81.8828\": \"248.785\", \"g\": \"h\", \"z_score\": 2.388761375495827}, {\"28.7967\": \"180.692\", \"16.0021\": \"56.3602\", \"2.6449\": \"4.1013\", \"0.3918\": \"0.0459\", \"0.1982\": \"0.0244\", \"27.7004\": \"-147.411\", \"22.011\": \"-108.561\", \"-8.2027\": \"24.3209\", \"40.092\": \"89.9798\", \"81.8828\": \"231.756\", \"g\": \"h\", \"z_score\": 2.387987531854919}, {\"28.7967\": \"26.8589\", \"16.0021\": \"6.9689\", \"2.6449\": \"2.6792\", \"0.3918\": \"0.6166\", \"0.1982\": \"0.4081\", \"27.7004\": \"6.0728\", \"22.011\": \"19.7017\", \"-8.2027\": \"-4.2682\", \"40.092\": \"89.9579\", \"81.8828\": \"169.2044\", \"g\": \"h\", \"z_score\": 2.387148562759083}, {\"28.7967\": \"28.2176\", \"16.0021\": \"14.1847\", \"2.6449\": \"2.499\", \"0.3918\": \"0.3455\", \"0.1982\": \"0.1854\", \"27.7004\": \"43.0525\", \"22.011\": \"-15.4933\", \"-8.2027\": \"-5.9025\", \"40.092\": \"89.9535\", \"81.8828\": \"123.945\", \"g\": \"g\", \"z_score\": 2.3869800027580936}, {\"28.7967\": \"32.921\", \"16.0021\": \"8.1907\", \"2.6449\": \"2.7625\", \"0.3918\": \"0.3366\", \"0.1982\": \"0.2053\", \"27.7004\": \"30.5055\", \"22.011\": \"22.1193\", \"-8.2027\": \"7.1476\", \"40.092\": \"89.9528\", \"81.8828\": \"217.7938\", \"g\": \"h\", \"z_score\": 2.386953186394299}, {\"28.7967\": \"105.3071\", \"16.0021\": \"39.1556\", \"2.6449\": \"2.7569\", \"0.3918\": \"0.3012\", \"0.1982\": \"0.1623\", \"27.7004\": \"44.4125\", \"22.011\": \"132.0928\", \"-8.2027\": \"-36.7896\", \"40.092\": \"89.9229\", \"81.8828\": \"237.5714\", \"g\": \"h\", \"z_score\": 2.3858077445693913}, {\"28.7967\": \"22.4155\", \"16.0021\": \"16.3549\", \"2.6449\": \"2.5763\", \"0.3918\": \"0.4748\", \"0.1982\": \"0.2851\", \"27.7004\": \"-4.1728\", \"22.011\": \"8.8698\", \"-8.2027\": \"9.9436\", \"40.092\": \"89.9155\", \"81.8828\": \"131.98\", \"g\": \"g\", \"z_score\": 2.3855242572949993}, {\"28.7967\": \"85.9569\", \"16.0021\": \"54.5819\", \"2.6449\": \"3.4975\", \"0.3918\": \"0.1203\", \"0.1982\": \"0.0897\", \"27.7004\": \"-69.6858\", \"22.011\": \"-53.6101\", \"-8.2027\": \"39.8275\", \"40.092\": \"89.9087\", \"81.8828\": \"249.2953\", \"g\": \"h\", \"z_score\": 2.385263755475288}, {\"28.7967\": \"32.7936\", \"16.0021\": \"19.1407\", \"2.6449\": \"2.6239\", \"0.3918\": \"0.5007\", \"0.1982\": \"0.2995\", \"27.7004\": \"-12.9695\", \"22.011\": \"22.3997\", \"-8.2027\": \"-14.828\", \"40.092\": \"89.9076\", \"81.8828\": \"225.9122\", \"g\": \"h\", \"z_score\": 2.3852216154750403}, {\"28.7967\": \"44.7358\", \"16.0021\": \"28.6487\", \"2.6449\": \"3.1326\", \"0.3918\": \"0.2645\", \"0.1982\": \"0.1547\", \"27.7004\": \"12.8945\", \"22.011\": \"-43.2946\", \"-8.2027\": \"15.1173\", \"40.092\": \"89.9042\", \"81.8828\": \"219.3789\", \"g\": \"h\", \"z_score\": 2.385091364565185}, {\"28.7967\": \"13.0364\", \"16.0021\": \"11.0335\", \"2.6449\": \"2.0986\", \"0.3918\": \"0.757\", \"0.1982\": \"0.4343\", \"27.7004\": \"-14.4047\", \"22.011\": \"5.7719\", \"-8.2027\": \"-10.8707\", \"40.092\": \"89.9026\", \"81.8828\": \"139.852\", \"g\": \"g\", \"z_score\": 2.3850300700193703}, {\"28.7967\": \"22.305\", \"16.0021\": \"13.1162\", \"2.6449\": \"2.372\", \"0.3918\": \"0.6802\", \"0.1982\": \"0.3549\", \"27.7004\": \"9.1098\", \"22.011\": \"17.1924\", \"-8.2027\": \"-7.3851\", \"40.092\": \"89.8864\", \"81.8828\": \"138.5118\", \"g\": \"h\", \"z_score\": 2.384409462742998}, {\"28.7967\": \"17.5968\", \"16.0021\": \"3.6065\", \"2.6449\": \"2.2644\", \"0.3918\": \"0.7134\", \"0.1982\": \"0.3971\", \"27.7004\": \"7.1931\", \"22.011\": \"-1.5145\", \"-8.2027\": \"-10.731\", \"40.092\": \"89.8822\", \"81.8828\": \"93.0085\", \"g\": \"h\", \"z_score\": 2.3842485645602354}, {\"28.7967\": \"48.2689\", \"16.0021\": \"28.4269\", \"2.6449\": \"2.8817\", \"0.3918\": \"0.5003\", \"0.1982\": \"0.283\", \"27.7004\": \"-0.861\", \"22.011\": \"57.7281\", \"-8.2027\": \"-30.09\", \"40.092\": \"89.8702\", \"81.8828\": \"201.982\", \"g\": \"h\", \"z_score\": 2.3837888554666264}, {\"28.7967\": \"48.2689\", \"16.0021\": \"28.4269\", \"2.6449\": \"2.8817\", \"0.3918\": \"0.5003\", \"0.1982\": \"0.283\", \"27.7004\": \"-0.861\", \"22.011\": \"57.7281\", \"-8.2027\": \"-30.09\", \"40.092\": \"89.8702\", \"81.8828\": \"201.982\", \"g\": \"h\", \"z_score\": 2.3837888554666264}, {\"28.7967\": \"119.6889\", \"16.0021\": \"26.3635\", \"2.6449\": \"2.9075\", \"0.3918\": \"0.1852\", \"0.1982\": \"0.11\", \"27.7004\": \"158.0282\", \"22.011\": \"-90.4173\", \"-8.2027\": \"10.384\", \"40.092\": \"89.8538\", \"81.8828\": \"182.4629\", \"g\": \"h\", \"z_score\": 2.3831605863720284}, {\"28.7967\": \"44.1799\", \"16.0021\": \"24.1175\", \"2.6449\": \"2.9188\", \"0.3918\": \"0.3942\", \"0.1982\": \"0.2092\", \"27.7004\": \"-3.952\", \"22.011\": \"-31.2177\", \"-8.2027\": \"16.4441\", \"40.092\": \"89.8466\", \"81.8828\": \"211.715\", \"g\": \"h\", \"z_score\": 2.3828847609158625}, {\"28.7967\": \"17.4338\", \"16.0021\": \"14.7142\", \"2.6449\": \"2.3684\", \"0.3918\": \"0.5719\", \"0.1982\": \"0.3005\", \"27.7004\": \"-9.3392\", \"22.011\": \"-18.2262\", \"-8.2027\": \"9.4445\", \"40.092\": \"89.8463\", \"81.8828\": \"180.5019\", \"g\": \"h\", \"z_score\": 2.3828732681885225}, {\"28.7967\": \"154.961\", \"16.0021\": \"96.2104\", \"2.6449\": \"4.3957\", \"0.3918\": \"0.056\", \"0.1982\": \"0.0293\", \"27.7004\": \"-176.675\", \"22.011\": \"-149.637\", \"-8.2027\": \"-87.2213\", \"40.092\": \"89.8408\", \"81.8828\": \"280.251\", \"g\": \"h\", \"z_score\": 2.3826625681872855}, {\"28.7967\": \"161.127\", \"16.0021\": \"69.6719\", \"2.6449\": \"3.3498\", \"0.3918\": \"0.1032\", \"0.1982\": \"0.057\", \"27.7004\": \"-50.9245\", \"22.011\": \"-194.392\", \"-8.2027\": \"-64.005\", \"40.092\": \"89.8286\", \"81.8828\": \"202.183\", \"g\": \"h\", \"z_score\": 2.3821951972754496}, {\"28.7967\": \"17.8187\", \"16.0021\": \"10.8904\", \"2.6449\": \"2.4502\", \"0.3918\": \"0.5355\", \"0.1982\": \"0.2819\", \"27.7004\": \"0.9568\", \"22.011\": \"-6.3431\", \"-8.2027\": \"-4.1317\", \"40.092\": \"89.8217\", \"81.8828\": \"165.535\", \"g\": \"g\", \"z_score\": 2.381930864546625}, {\"28.7967\": \"188.281\", \"16.0021\": \"84.156\", \"2.6449\": \"3.7625\", \"0.3918\": \"0.0846\", \"0.1982\": \"0.0501\", \"27.7004\": \"-213.3907\", \"22.011\": \"-104.5015\", \"-8.2027\": \"48.9558\", \"40.092\": \"89.8206\", \"81.8828\": \"344.0081\", \"g\": \"h\", \"z_score\": 2.3818887245463776}, {\"28.7967\": \"82.7549\", \"16.0021\": \"20.2817\", \"2.6449\": \"2.8631\", \"0.3918\": \"0.3716\", \"0.1982\": \"0.2212\", \"27.7004\": \"-78.0738\", \"22.011\": \"-85.3215\", \"-8.2027\": \"17.4832\", \"40.092\": \"89.8116\", \"81.8828\": \"199.8195\", \"g\": \"h\", \"z_score\": 2.381543942726171}, {\"28.7967\": \"18.5274\", \"16.0021\": \"10.46\", \"2.6449\": \"2.2095\", \"0.3918\": \"0.5494\", \"0.1982\": \"0.287\", \"27.7004\": \"-24.379\", \"22.011\": \"-8.2959\", \"-8.2027\": \"-3.9048\", \"40.092\": \"89.8113\", \"81.8828\": \"225.561\", \"g\": \"g\", \"z_score\": 2.381532449998831}, {\"28.7967\": \"123.0714\", \"16.0021\": \"78.4741\", \"2.6449\": \"3.7929\", \"0.3918\": \"0.1251\", \"0.1982\": \"0.0857\", \"27.7004\": \"11.1289\", \"22.011\": \"52.2982\", \"-8.2027\": \"75.1959\", \"40.092\": \"89.8051\", \"81.8828\": \"328.8961\", \"g\": \"h\", \"z_score\": 2.3812949336337996}, {\"28.7967\": \"34.8906\", \"16.0021\": \"15.7072\", \"2.6449\": \"2.7147\", \"0.3918\": \"0.3587\", \"0.1982\": \"0.1938\", \"27.7004\": \"-8.5682\", \"22.011\": \"-12.6514\", \"-8.2027\": \"-14.3676\", \"40.092\": \"89.792\", \"81.8828\": \"222.469\", \"g\": \"h\", \"z_score\": 2.3807930845399436}, {\"28.7967\": \"26.5815\", \"16.0021\": \"7.2683\", \"2.6449\": \"2.4548\", \"0.3918\": \"0.6982\", \"0.1982\": \"0.3912\", \"27.7004\": \"18.4302\", \"22.011\": \"-11.4328\", \"-8.2027\": \"-5.8671\", \"40.092\": \"89.7897\", \"81.8828\": \"243.741\", \"g\": \"h\", \"z_score\": 2.380704973630335}, {\"28.7967\": \"94.0169\", \"16.0021\": \"65.5994\", \"2.6449\": \"3.7464\", \"0.3918\": \"0.1547\", \"0.1982\": \"0.0817\", \"27.7004\": \"86.7508\", \"22.011\": \"73.6068\", \"-8.2027\": \"-50.7012\", \"40.092\": \"89.7659\", \"81.8828\": \"296.8153\", \"g\": \"h\", \"z_score\": 2.3797932172613447}, {\"28.7967\": \"20.2996\", \"16.0021\": \"7.3111\", \"2.6449\": \"2.1383\", \"0.3918\": \"0.7055\", \"0.1982\": \"0.3891\", \"27.7004\": \"-0.6513\", \"22.011\": \"6.3146\", \"-8.2027\": \"-5.6148\", \"40.092\": \"89.7647\", \"81.8828\": \"110.838\", \"g\": \"g\", \"z_score\": 2.379747246351984}, {\"28.7967\": \"12.9432\", \"16.0021\": \"11.2194\", \"2.6449\": \"2.0737\", \"0.3918\": \"0.7426\", \"0.1982\": \"0.4262\", \"27.7004\": \"14.6779\", \"22.011\": \"-7.1385\", \"-8.2027\": \"10.3084\", \"40.092\": \"89.7459\", \"81.8828\": \"155.369\", \"g\": \"g\", \"z_score\": 2.379027035438664}, {\"28.7967\": \"225.988\", \"16.0021\": \"62.4182\", \"2.6449\": \"4.1977\", \"0.3918\": \"0.0693\", \"0.1982\": \"0.0369\", \"27.7004\": \"-382.594\", \"22.011\": \"-124.494\", \"-8.2027\": \"59.716\", \"40.092\": \"89.7382\", \"81.8828\": \"226.422\", \"g\": \"h\", \"z_score\": 2.378732055436932}, {\"28.7967\": \"111.1925\", \"16.0021\": \"81.4599\", \"2.6449\": \"3.4341\", \"0.3918\": \"0.2535\", \"0.1982\": \"0.1447\", \"27.7004\": \"-121.726\", \"22.011\": \"-82.7081\", \"-8.2027\": \"81.6095\", \"40.092\": \"89.737\", \"81.8828\": \"423.1071\", \"g\": \"h\", \"z_score\": 2.3786860845275704}, {\"28.7967\": \"27.6167\", \"16.0021\": \"8.807\", \"2.6449\": \"2.2833\", \"0.3918\": \"0.651\", \"0.1982\": \"0.3724\", \"27.7004\": \"8.7664\", \"22.011\": \"23.2664\", \"-8.2027\": \"3.2946\", \"40.092\": \"89.7323\", \"81.8828\": \"89.1692\", \"g\": \"g\", \"z_score\": 2.3785060317992404}, {\"28.7967\": \"136.2014\", \"16.0021\": \"88.7938\", \"2.6449\": \"3.726\", \"0.3918\": \"0.1167\", \"0.1982\": \"0.0937\", \"27.7004\": \"14.1633\", \"22.011\": \"52.6543\", \"-8.2027\": \"-30.2164\", \"40.092\": \"89.7261\", \"81.8828\": \"358.6064\", \"g\": \"h\", \"z_score\": 2.3782685154342094}, {\"28.7967\": \"17.1067\", \"16.0021\": \"6.8195\", \"2.6449\": \"2.2768\", \"0.3918\": \"0.6185\", \"0.1982\": \"0.3667\", \"27.7004\": \"-16.0989\", \"22.011\": \"-18.2248\", \"-8.2027\": \"13.0816\", \"40.092\": \"89.7228\", \"81.8828\": \"65.1721\", \"g\": \"h\", \"z_score\": 2.3781420954334673}, {\"28.7967\": \"230.6769\", \"16.0021\": \"94.1347\", \"2.6449\": \"3.7716\", \"0.3918\": \"0.0686\", \"0.1982\": \"0.0215\", \"27.7004\": \"73.9895\", \"22.011\": \"-137.5796\", \"-8.2027\": \"-41.6317\", \"40.092\": \"89.7222\", \"81.8828\": \"267.2187\", \"g\": \"h\", \"z_score\": 2.3781191099787864}, {\"28.7967\": \"20.0711\", \"16.0021\": \"8.9345\", \"2.6449\": \"2.5276\", \"0.3918\": \"0.6706\", \"0.1982\": \"0.4436\", \"27.7004\": \"1.4327\", \"22.011\": \"-12.6418\", \"-8.2027\": \"-9.5415\", \"40.092\": \"89.7209\", \"81.8828\": \"234.118\", \"g\": \"h\", \"z_score\": 2.3780693081603124}, {\"28.7967\": \"21.6904\", \"16.0021\": \"15.0755\", \"2.6449\": \"2.4548\", \"0.3918\": \"0.4912\", \"0.1982\": \"0.2614\", \"27.7004\": \"14.1247\", \"22.011\": \"10.8751\", \"-8.2027\": \"-10.6761\", \"40.092\": \"89.7187\", \"81.8828\": \"115.433\", \"g\": \"g\", \"z_score\": 2.3779850281598174}, {\"28.7967\": \"64.8532\", \"16.0021\": \"9.4141\", \"2.6449\": \"2.4339\", \"0.3918\": \"0.381\", \"0.1982\": \"0.1816\", \"27.7004\": \"-55.7464\", \"22.011\": \"32.7365\", \"-8.2027\": \"8.3127\", \"40.092\": \"89.717\", \"81.8828\": \"185.5904\", \"g\": \"h\", \"z_score\": 2.3779199027048894}, {\"28.7967\": \"215.1743\", \"16.0021\": \"102.3745\", \"2.6449\": \"4.0593\", \"0.3918\": \"0.0431\", \"0.1982\": \"0.0381\", \"27.7004\": \"-305.4581\", \"22.011\": \"152.7208\", \"-8.2027\": \"75.4611\", \"40.092\": \"89.7163\", \"81.8828\": \"162.8776\", \"g\": \"h\", \"z_score\": 2.377893086341096}, {\"28.7967\": \"17.2028\", \"16.0021\": \"11.2223\", \"2.6449\": \"2.4579\", \"0.3918\": \"0.561\", \"0.1982\": \"0.2979\", \"27.7004\": \"0.6612\", \"22.011\": \"-5.1201\", \"-8.2027\": \"4.3175\", \"40.092\": \"89.7035\", \"81.8828\": \"194.478\", \"g\": \"g\", \"z_score\": 2.37740272997458}, {\"28.7967\": \"19.2775\", \"16.0021\": \"7.4611\", \"2.6449\": \"2.0917\", \"0.3918\": \"0.7287\", \"0.1982\": \"0.4494\", \"27.7004\": \"0.2475\", \"22.011\": \"-3.8873\", \"-8.2027\": \"4.3855\", \"40.092\": \"89.7033\", \"81.8828\": \"21.7421\", \"g\": \"g\", \"z_score\": 2.377395068156353}, {\"28.7967\": \"21.1657\", \"16.0021\": \"7.0827\", \"2.6449\": \"2.1222\", \"0.3918\": \"0.6792\", \"0.1982\": \"0.3434\", \"27.7004\": \"25.4296\", \"22.011\": \"7.0017\", \"-8.2027\": \"-6.2694\", \"40.092\": \"89.7028\", \"81.8828\": \"260.038\", \"g\": \"g\", \"z_score\": 2.3773759136107855}, {\"28.7967\": \"130.892\", \"16.0021\": \"94.9334\", \"2.6449\": \"4.2992\", \"0.3918\": \"0.0891\", \"0.1982\": \"0.0514\", \"27.7004\": \"47.0519\", \"22.011\": \"-84.5031\", \"-8.2027\": \"-61.1651\", \"40.092\": \"89.7025\", \"81.8828\": \"377.453\", \"g\": \"h\", \"z_score\": 2.3773644208834455}, {\"28.7967\": \"18.1548\", \"16.0021\": \"10.5822\", \"2.6449\": \"2.2967\", \"0.3918\": \"0.5758\", \"0.1982\": \"0.3106\", \"27.7004\": \"1.1567\", \"22.011\": \"-6.8206\", \"-8.2027\": \"5.7736\", \"40.092\": \"89.6759\", \"81.8828\": \"76.6735\", \"g\": \"g\", \"z_score\": 2.3763453990592796}, {\"28.7967\": \"87.9463\", \"16.0021\": \"55.4915\", \"2.6449\": \"3.5721\", \"0.3918\": \"0.1372\", \"0.1982\": \"0.0818\", \"27.7004\": \"-22.6729\", \"22.011\": \"-108.63\", \"-8.2027\": \"51.2736\", \"40.092\": \"89.672\", \"81.8828\": \"105.067\", \"g\": \"h\", \"z_score\": 2.3761959936038566}, {\"28.7967\": \"15.796\", \"16.0021\": \"13.6178\", \"2.6449\": \"2.7777\", \"0.3918\": \"0.4655\", \"0.1982\": \"0.2965\", \"27.7004\": \"-25.7576\", \"22.011\": \"-21.4304\", \"-8.2027\": \"11.5737\", \"40.092\": \"89.6616\", \"81.8828\": \"134.1615\", \"g\": \"h\", \"z_score\": 2.375797579056063}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 34.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a3c75f3702e1bf2ac341cf6cf1138752a0449b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:22.760985+00:00", + "ended_at": "2026-05-04T09:41:38.253785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_01beefc3cbf66fa4", + "problem_id": "v2p_n11_1c4765a26ce6381c", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_01beefc3cbf66fa4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_01beefc3cbf66fa4", + "api_calls": 0, + "input_tokens": 22484, + "cached_input_tokens": 21888, + "output_tokens": 310, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2393, + "estimated_output_tokens": 243, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15413.73, + "sql_execution_elapsed_ms_total": 34.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_01beefc3cbf66fa4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9eb754d1daf09f82aac70fdb730ee9944862ce6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:38.206119+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15413.73, "started_at": "2026-05-04T09:41:22.771819+00:00", "ended_at": "2026-05-04T09:41:38.185664+00:00", "prompt_metrics": {"chars": 7330, "bytes_utf8": 7330, "lines": 226, "estimated_tokens": 2393}, "response_metrics": {"chars": 782, "bytes_utf8": 782, "lines": 1, "estimated_tokens": 243}, "usage": {"input_tokens": 22484, "cached_input_tokens": 21888, "output_tokens": 310}, "stderr_preview": "2026-05-04T09:41:22.991891Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:25.342478Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"40.092\\\" AS REAL) DESC;\",\"notes\":\"Adapted the template for SQLite by replacing STDDEV with a variance-based standard deviation calculation using AVG and SQRT, and casting the TEXT measure column \\\"40.092\\\" to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..60760c027461b7201cbefad914821a49754503bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_01beefc3cbf66fa4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_01beefc3cbf66fa4", + "api_calls": 0, + "input_tokens": 22484, + "cached_input_tokens": 21888, + "output_tokens": 310, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2393, + "estimated_output_tokens": 243, + "estimated_total_tokens": 2636, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15413.73, + "sql_execution_elapsed_ms_total": 34.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_01beefc3cbf66fa4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f82a06e4279477edc7a94f765ada0873f3056f00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..57d5b84fef0c479c444674f4c8f4bb55b6dc7cc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0326a419846bdd72", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2491, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14483.53, + "sql_execution_elapsed_ms_total": 50.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0326a419846bdd72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1b29304d90c6ef78e4b7313a4a22d26cfb5dc30c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:00.915525+00:00", + "ended_at": "2026-05-04T09:33:15.398942+00:00", + "elapsed_ms": 14483.53, + "prompt_metrics": { + "chars": 7250, + "bytes_utf8": 7250, + "lines": 226, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 479, + "bytes_utf8": 479, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f34642c75adc2b2dcdbc16e6524e67234ddb7315 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1e6febc230bc086d53aefdf0bbdbd9c9e19f1cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-790d-71b3-b64a-aa292bde1890"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"40.092\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"40.092\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"40.092\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"40.092\\\" AS REAL) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"40.092\\\" and cast to REAL for correct numeric ordering because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12141e74cbf6f96394fa8315c4996c10f1947a1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"40.092\",\n NTILE(10) OVER (ORDER BY CAST(\"40.092\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"40.092\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"40.092\" AS REAL) DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"40.092\" and cast to REAL for correct numeric ordering because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d0bb8f2ccb387c1df698925145f030e54ddbef4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:01.131111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:03.461534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:14.656418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..070b278cf9bd329671439064799900291271be24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092. +Result preview: [{"40.092": "90"}, {"40.092": "90"}, {"40.092": "90"}, {"40.092": "90"}, {"40.092": "89.9798"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87161d85dbcb3f037fbeaa5a2e3862d3458d6343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_0326a419846bdd72 +-- problem_id: v2p_n11_20990acb2a48a964 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "40.092", + NTILE(10) OVER (ORDER BY CAST("40.092" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "40.092" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("40.092" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..80e5297c00de945794f2e31420f29a44cd717bb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"40.092\",\n NTILE(10) OVER (ORDER BY CAST(\"40.092\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"40.092\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"40.092\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"40.092\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"40.092\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"40.092\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"40.092\\\" AS REAL) DESC;\", \"columns\": [\"40.092\"], \"rows\": [{\"40.092\": \"90\"}, {\"40.092\": \"90\"}, {\"40.092\": \"90\"}, {\"40.092\": \"90\"}, {\"40.092\": \"89.9798\"}, {\"40.092\": \"89.9579\"}, {\"40.092\": \"89.9535\"}, {\"40.092\": \"89.9528\"}, {\"40.092\": \"89.9229\"}, {\"40.092\": \"89.9155\"}, {\"40.092\": \"89.9087\"}, {\"40.092\": \"89.9076\"}, {\"40.092\": \"89.9042\"}, {\"40.092\": \"89.9026\"}, {\"40.092\": \"89.8864\"}, {\"40.092\": \"89.8822\"}, {\"40.092\": \"89.8702\"}, {\"40.092\": \"89.8702\"}, {\"40.092\": \"89.8538\"}, {\"40.092\": \"89.8466\"}, {\"40.092\": \"89.8463\"}, {\"40.092\": \"89.8408\"}, {\"40.092\": \"89.8286\"}, {\"40.092\": \"89.8217\"}, {\"40.092\": \"89.8206\"}, {\"40.092\": \"89.8116\"}, {\"40.092\": \"89.8113\"}, {\"40.092\": \"89.8051\"}, {\"40.092\": \"89.792\"}, {\"40.092\": \"89.7897\"}, {\"40.092\": \"89.7659\"}, {\"40.092\": \"89.7647\"}, {\"40.092\": \"89.7459\"}, {\"40.092\": \"89.7382\"}, {\"40.092\": \"89.737\"}, {\"40.092\": \"89.7323\"}, {\"40.092\": \"89.7261\"}, {\"40.092\": \"89.7228\"}, {\"40.092\": \"89.7222\"}, {\"40.092\": \"89.7209\"}, {\"40.092\": \"89.7187\"}, {\"40.092\": \"89.717\"}, {\"40.092\": \"89.7163\"}, {\"40.092\": \"89.7035\"}, {\"40.092\": \"89.7033\"}, {\"40.092\": \"89.7028\"}, {\"40.092\": \"89.7025\"}, {\"40.092\": \"89.6759\"}, {\"40.092\": \"89.672\"}, {\"40.092\": \"89.6616\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 50.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77c01d1cf9f7fecd34e06af20afaecbe75b137f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:33:00.911287+00:00", + "ended_at": "2026-05-04T09:33:15.477463+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0326a419846bdd72", + "problem_id": "v2p_n11_20990acb2a48a964", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0326a419846bdd72.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0326a419846bdd72", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2491, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14483.53, + "sql_execution_elapsed_ms_total": 50.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0326a419846bdd72\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ca12bf59de03bd97672d90e2975540fb8dd4a28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0326a419846bdd72/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:15.417464+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14483.53, "started_at": "2026-05-04T09:33:00.915525+00:00", "ended_at": "2026-05-04T09:33:15.398942+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2361}, "response_metrics": {"chars": 479, "bytes_utf8": 479, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T09:33:01.131111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:03.461534Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..116ffee34748dd188a745a71e473c8dec8e37dbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-8151-7f91-a46a-c5bd65633b3d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.5037\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08ee22be3a6993d913c51658c959ded984ad07b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.3918\" AS REAL)) > 0.5037\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"g\" and measure_col=\"0.3918\". CAST to REAL is added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d43fa2b10292f2a952d8817812076f0c1c1517 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:25.387338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:28.097798Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:37.533008Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c23cae630e8d39c5fa1047a72ce8608caa945b40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "total_measure": 4730.6667}, {"g": "h", "total_measure": 2502.7624}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dade0739b38603f9950e5de0cae90816ab9abd26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_032cc1b7ece7b0f3 +-- problem_id: v2p_n11_ed3c1560e0a21f0a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.3918" AS REAL)) > 0.5037 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8512f0d48a6f80554970447a86117d9c3fbf4210 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.3918\" AS REAL)) > 0.5037\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.5037\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 4730.6667}, {\"g\": \"h\", \"total_measure\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..828409b5712d26d9fae4146fcea93c90e98416fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:37:25.186165+00:00", + "ended_at": "2026-05-04T09:37:38.189065+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_032cc1b7ece7b0f3", + "problem_id": "v2p_n11_ed3c1560e0a21f0a", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_032cc1b7ece7b0f3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_032cc1b7ece7b0f3", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2477, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12954.28, + "sql_execution_elapsed_ms_total": 15.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_032cc1b7ece7b0f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d1a1788e66de7f736eb4217bce0687d3d780289 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:38.164192+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12954.28, "started_at": "2026-05-04T09:37:25.190509+00:00", "ended_at": "2026-05-04T09:37:38.140564+00:00", "prompt_metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T09:37:25.387338Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:28.097798Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.5037\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..208b321d72719e8451371406f2f7e595f6ccd029 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_032cc1b7ece7b0f3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_032cc1b7ece7b0f3", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2477, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12954.28, + "sql_execution_elapsed_ms_total": 15.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_032cc1b7ece7b0f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..246bdf55effe4cd6c8574912f3b0c8db2011353e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 955, "bytes_utf8": 955, "lines": 1, "estimated_tokens": 306}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 717}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4787cbc36eb20bd6682ea3d3b7588f331fce3c86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_034cc6d6c16053cc", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 717, + "total_tokens": 23153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 306, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22464.92, + "sql_execution_elapsed_ms_total": 95.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_034cc6d6c16053cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79c35a4622afb03b789149f6fa918ea1eae38a19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:54.478704+00:00", + "ended_at": "2026-05-04T09:25:16.943792+00:00", + "elapsed_ms": 22464.92, + "prompt_metrics": { + "chars": 7244, + "bytes_utf8": 7244, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1399, + "bytes_utf8": 1399, + "lines": 4, + "estimated_tokens": 483 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13141 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 955, + "bytes_utf8": 955, + "lines": 1, + "estimated_tokens": 306 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 717 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6447a6e9bd731a7a4101f09ac3388a76725c22c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..efd5ffe7b210e6f9cb33f2e76fbbb80abb9384d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-0ccb-7ad3-bcc0-02beac332558"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\\\"0.1982\\\" AS REAL), grouped by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":717}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d719f9e01ebbb40e685b978ce35c5c43ae578564 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\"0.1982\" AS REAL), grouped by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c387ed5c12612372f950ca55d502be0ed1a9f8cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:54.653847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:56.990491Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:16.140609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a89fc3e2bb5e0614b6852b6191f86ed4a48f936 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "h", "percentile_measure": 0.4335}, {"g": "g", "percentile_measure": 0.4163}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b20511397b46130250259a65a6be2f1454e8294 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_034cc6d6c16053cc +-- problem_id: v2p_n11_effd00b2341ead30 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("0.1982" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("0.1982" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "0.1982" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INT) +) +SELECT + "g", + "percentile_measure" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..117ddcf5110c135994574488b5399f5ec7a4e076 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY \"rn\"\n ) AS \"pick_order\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INT)\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"picked\"\nWHERE \"pick_order\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_order\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 0.4335}, {\"g\": \"g\", \"percentile_measure\": 0.4163}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 95.51}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ee0bf588a492195988fd51891045655d301a973 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:24:54.475060+00:00", + "ended_at": "2026-05-04T09:25:17.067376+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_034cc6d6c16053cc", + "problem_id": "v2p_n11_effd00b2341ead30", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_034cc6d6c16053cc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_034cc6d6c16053cc", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 717, + "total_tokens": 23153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 306, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22464.92, + "sql_execution_elapsed_ms_total": 95.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_034cc6d6c16053cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d5a4528427657b9cf5ef042e31ab03b9229f8cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:25:16.961218+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22464.92, "started_at": "2026-05-04T09:24:54.478704+00:00", "ended_at": "2026-05-04T09:25:16.943792+00:00", "prompt_metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 955, "bytes_utf8": 955, "lines": 1, "estimated_tokens": 306}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 717}, "stderr_preview": "2026-05-04T09:24:54.653847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:56.990491Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"pick_order\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\\\"0.1982\\\" AS REAL), grouped by \\\"g\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bdb686566110993dcf2b0905ea9282d0898f27dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_034cc6d6c16053cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_034cc6d6c16053cc", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 717, + "total_tokens": 23153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 306, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22464.92, + "sql_execution_elapsed_ms_total": 95.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_034cc6d6c16053cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47b12ae7657751f57ceab768e914eacf6bba85e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f93fc1498a6930918c20b2f56d2b2ec6b286dfff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0385f4e3a3a31962", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2472, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13161.91, + "sql_execution_elapsed_ms_total": 14.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0385f4e3a3a31962\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1ba3295e9bf962d17a56c6aed8b1d2f913d3d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:38:30.649758+00:00", + "ended_at": "2026-05-04T09:38:43.812114+00:00", + "elapsed_ms": 13161.91, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..268e2db03abf5e13bc332ca994ab17e541739b56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c80fdefc378c638030b05ede83ede273fd3bbe19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-811d-78b3-8409-881d85683c6d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"27.7004\\\" AS REAL)) > 16.369688\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL was added because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77c61d4a48c026f409a7cc868d30bac796b2bfde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"27.7004\" AS REAL)) > 16.369688\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL was added because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..156d565aa2799dc4b2517eb8193655a01c6a2d76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:30.861129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:33.513473Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:43.197642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b30984de02bfbd0d98537273d9b15a67b5fccb89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 39886.705}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..afdf835becc1a71912e52e4f8b01a42c1b789999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_0385f4e3a3a31962 +-- problem_id: v2p_n11_e3ef7fde55c7885e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("27.7004" AS REAL)) > 16.369688 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..413404b6bf939d6bd37c7d022da7b0f1cce6acf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"27.7004\" AS REAL)) > 16.369688\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"27.7004\\\" AS REAL)) > 16.369688\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 39886.705}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6b58d713f6d3f748a2af45c2ae3d424fccc3b6e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:38:30.644584+00:00", + "ended_at": "2026-05-04T09:38:43.854769+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0385f4e3a3a31962", + "problem_id": "v2p_n11_e3ef7fde55c7885e", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0385f4e3a3a31962.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0385f4e3a3a31962", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2472, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13161.91, + "sql_execution_elapsed_ms_total": 14.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0385f4e3a3a31962\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf3203876cd0f020e148fff44c7b958ab63e2589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:38:43.830689+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13161.91, "started_at": "2026-05-04T09:38:30.649758+00:00", "ended_at": "2026-05-04T09:38:43.812114+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:38:30.861129Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:33.513473Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 16.369688\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL was added because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e1a199912379904ff9417e5285b04a60d959401 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0385f4e3a3a31962/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0385f4e3a3a31962", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2472, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13161.91, + "sql_execution_elapsed_ms_total": 14.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0385f4e3a3a31962\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db5e1cf0c354ce7f79158e8989f4613f372ae9e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7213, "bytes_utf8": 7213, "lines": 228, "estimated_tokens": 2349}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22438, "cached_input_tokens": 21888, "output_tokens": 176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e64f8d4fac5dc3710dac542a712c9e9efe0625e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0443c9a0e463701f", + "api_calls": 0, + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2349, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11735.84, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0443c9a0e463701f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a574f94708b898863f754335b4dfee2264568ff3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:46.522515+00:00", + "ended_at": "2026-05-04T09:19:58.258401+00:00", + "elapsed_ms": 11735.84, + "prompt_metrics": { + "chars": 7213, + "bytes_utf8": 7213, + "lines": 228, + "estimated_tokens": 2349 + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 386, + "bytes_utf8": 386, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 176 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cb1a6a7de9bb487c7e1630f66c0f1831abda447 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d174af8f30944ea50bdf06f22d571b8e054dc23a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-59e0-7040-805f-5851aab668d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22438,"cached_input_tokens":21888,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..726f0d7465e554aa3500cc22ed2f1385b0a27863 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"22.011\". Cast the measure to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d939cc2e5811224df259aaca77a573ad64d80f98 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:46.714453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:49.012961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:57.463779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..488a90893ee7dcd66278eca46fafdb8418f45728 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563, "support": 12331}, {"g": "h", "avg_measure": -2.8482975627990434, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d8e1bd2c907fedf62965a91c0f9df22a22edea0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_0443c9a0e463701f +-- problem_id: v2p_n11_4f6f77f872e811fa +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba4c4edabba00f27797311742f9d1b36be6e6418 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33d0f03e3d705ab3c4b4763fe5524fea0ab0b50c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:19:46.518141+00:00", + "ended_at": "2026-05-04T09:19:58.297151+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0443c9a0e463701f", + "problem_id": "v2p_n11_4f6f77f872e811fa", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0443c9a0e463701f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0443c9a0e463701f", + "api_calls": 0, + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2349, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11735.84, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0443c9a0e463701f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..019697f7f86096257fecb448f27552600c170c63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:58.275830+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11735.84, "started_at": "2026-05-04T09:19:46.522515+00:00", "ended_at": "2026-05-04T09:19:58.258401+00:00", "prompt_metrics": {"chars": 7213, "bytes_utf8": 7213, "lines": 228, "estimated_tokens": 2349}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22438, "cached_input_tokens": 21888, "output_tokens": 176}, "stderr_preview": "2026-05-04T09:19:46.714453Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:49.012961Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..632cc092c0b98cfd013d2b27819b0e1ec8869532 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0443c9a0e463701f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0443c9a0e463701f", + "api_calls": 0, + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2349, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11735.84, + "sql_execution_elapsed_ms_total": 13.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0443c9a0e463701f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70fdd53dac3c14996434131f2cf95c912555d302 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7552, "bytes_utf8": 7552, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 931, "bytes_utf8": 931, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 808}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..476bf3d2358fa782844cfb48ae4e138a0401626c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_05a5ecd765dc035e", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 808, + "total_tokens": 23316, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24445.78, + "sql_execution_elapsed_ms_total": 62.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_05a5ecd765dc035e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c1f44b209f5de4654f05137f63163e520189813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:11:21.669736+00:00", + "ended_at": "2026-05-04T09:11:46.115553+00:00", + "elapsed_ms": 24445.78, + "prompt_metrics": { + "chars": 7552, + "bytes_utf8": 7552, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 1380, + "bytes_utf8": 1380, + "lines": 4, + "estimated_tokens": 469 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 931, + "bytes_utf8": 931, + "lines": 1, + "estimated_tokens": 286 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 808 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48dbbf75ca0ab9b38dc022261ca6d5b0179f725f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a78018015e928342831901bd615b0353c926281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-a608-7c70-912d-668d6989b92b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_val\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n)\\nSELECT\\n \\\"base\\\".\\\"g\\\",\\n (\\n SELECT MIN(\\\"r\\\".\\\"measure_val\\\")\\n FROM \\\"ranked\\\" AS \\\"r\\\"\\n WHERE \\\"r\\\".\\\"group_val\\\" = \\\"base\\\".\\\"g\\\"\\n AND \\\"r\\\".\\\"rn\\\" >= 0.9 * \\\"r\\\".\\\"cnt\\\"\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"n11\\\" AS \\\"base\\\"\\nGROUP BY \\\"base\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. The measure column is CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":808}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..306bab854a8b012e731d4fc03c3f3adfe24127c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_val\",\n CAST(\"81.8828\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n)\nSELECT\n \"base\".\"g\",\n (\n SELECT MIN(\"r\".\"measure_val\")\n FROM \"ranked\" AS \"r\"\n WHERE \"r\".\"group_val\" = \"base\".\"g\"\n AND \"r\".\"rn\" >= 0.9 * \"r\".\"cnt\"\n ) AS \"conditional_percentile\"\nFROM \"n11\" AS \"base\"\nGROUP BY \"base\".\"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. The measure column is CAST to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d1b3e32d499bc4f6003da1c1a343a51b9fed123 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:21.936542Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:24.331704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:45.257126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d6a4b2503caa86c60c630837f46298a42b7035f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 283.646}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f675cee56806aff3d47f0d47784cfa11277bfa9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_05a5ecd765dc035e +-- problem_id: v2p_n11_eb2d1484e2a01ba6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_val", + CAST("81.8828" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' +) +SELECT + "base"."g", + ( + SELECT MIN("r"."measure_val") + FROM "ranked" AS "r" + WHERE "r"."group_val" = "base"."g" + AND "r"."rn" >= 0.9 * "r"."cnt" + ) AS "conditional_percentile" +FROM "n11" AS "base" +GROUP BY "base"."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71f2519f0aaf0e3ceed85f5ddcccecd2a0f0d402 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_val\",\n CAST(\"81.8828\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n)\nSELECT\n \"base\".\"g\",\n (\n SELECT MIN(\"r\".\"measure_val\")\n FROM \"ranked\" AS \"r\"\n WHERE \"r\".\"group_val\" = \"base\".\"g\"\n AND \"r\".\"rn\" >= 0.9 * \"r\".\"cnt\"\n ) AS \"conditional_percentile\"\nFROM \"n11\" AS \"base\"\nGROUP BY \"base\".\"g\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_val\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n)\\nSELECT\\n \\\"base\\\".\\\"g\\\",\\n (\\n SELECT MIN(\\\"r\\\".\\\"measure_val\\\")\\n FROM \\\"ranked\\\" AS \\\"r\\\"\\n WHERE \\\"r\\\".\\\"group_val\\\" = \\\"base\\\".\\\"g\\\"\\n AND \\\"r\\\".\\\"rn\\\" >= 0.9 * \\\"r\\\".\\\"cnt\\\"\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"n11\\\" AS \\\"base\\\"\\nGROUP BY \\\"base\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 283.646}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 62.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..326a7239602808cb1d93390e1953898d70614d30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:11:21.663313+00:00", + "ended_at": "2026-05-04T09:11:46.212633+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_05a5ecd765dc035e", + "problem_id": "v2p_n11_eb2d1484e2a01ba6", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_05a5ecd765dc035e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_05a5ecd765dc035e", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 808, + "total_tokens": 23316, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24445.78, + "sql_execution_elapsed_ms_total": 62.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_05a5ecd765dc035e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e73ac5f80ac415d2e52127914dca110aed090cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:46.138706+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24445.78, "started_at": "2026-05-04T09:11:21.669736+00:00", "ended_at": "2026-05-04T09:11:46.115553+00:00", "prompt_metrics": {"chars": 7552, "bytes_utf8": 7552, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 931, "bytes_utf8": 931, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 808}, "stderr_preview": "2026-05-04T09:11:21.936542Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:24.331704Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9 * \\\"r\\\".\\\"cnt\\\"\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"n11\\\" AS \\\"base\\\"\\nGROUP BY \\\"base\\\".\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. The measure column is CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ee771308705495c33bb33b2f583b110e74a55e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_05a5ecd765dc035e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_05a5ecd765dc035e", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 808, + "total_tokens": 23316, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2703, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24445.78, + "sql_execution_elapsed_ms_total": 62.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_05a5ecd765dc035e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28d86d33be537487739d28a5bb15480438455d33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2316}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e569a504078894ae53b55bdabae3070d14a5d207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_071f53338fbc141a", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2413, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12653.04, + "sql_execution_elapsed_ms_total": 54.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_071f53338fbc141a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..152eec73cf15409b33bad8c5ac890a1101099010 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:59.010550+00:00", + "ended_at": "2026-05-04T09:07:11.662841+00:00", + "elapsed_ms": 12653.04, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": 2316 + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d3ff5bd3352055efe37cbc7dd3ac88da980a712 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ae1d98bed22b6efe7d42136c637275b9db40589 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-a3e2-7532-8778-a1a54f7e20aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Casted the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22407,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea04f2c45d3d2b8c89b7abc781d45b71aeb8b4dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"40.092\". Casted the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b325589fca4e41b15c696b5863539e6ba9635235 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:59.234624Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:03.139522Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:10.933854Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..94a496d13f53d5abbb20678f8ef6b85c16a46125 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09680cb08d906cadb1b7e36f11ace81992040d7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_071f53338fbc141a +-- problem_id: v2p_n11_adf52683b5008f31 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97291bc062240a9ffce724672f335fa3f3971406 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 54.99}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3589bea55b18b148fd9499be787ebdb8ce459862 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:06:59.007210+00:00", + "ended_at": "2026-05-04T09:07:11.760025+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_071f53338fbc141a", + "problem_id": "v2p_n11_adf52683b5008f31", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_071f53338fbc141a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_071f53338fbc141a", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22565, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2413, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12653.04, + "sql_execution_elapsed_ms_total": 54.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_071f53338fbc141a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23c8d4514ffa134648692eb4c6f07571a11527bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_071f53338fbc141a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:11.696740+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12653.04, "started_at": "2026-05-04T09:06:59.010550+00:00", "ended_at": "2026-05-04T09:07:11.662841+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2316}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:06:59.234624Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:03.139522Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ebeab744138f0618dff2fb328ef35ffca33dccb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_082ca6052f20fa27\n-- problem_id: v2p_n11_86584952b0423f02\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_082ca6052f20fa27\\n-- problem_id: v2p_n11_86584952b0423f02\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 2.1446285714285716}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 2.2352800000000004}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..acc39d1c3b891eecdb23c97cac7c141cd7a7d671 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.237696+00:00", + "ended_at": "2026-05-04T09:41:39.265904+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_082ca6052f20fa27", + "problem_id": "v2p_n11_86584952b0423f02", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_082ca6052f20fa27.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_082ca6052f20fa27/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ea18ba5b9906bfaf6254c3010ec54acab5b1fce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 632, "bytes_utf8": 632, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd983bc99c3340021f8455fab6df828055e4d99c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_09d8ac167155cbf9", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 171, + "estimated_total_tokens": 2680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11931.26, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_09d8ac167155cbf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..79a21732c84c7a29b22410b358816a0e4404c1ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:50.024585+00:00", + "ended_at": "2026-05-04T09:05:01.955711+00:00", + "elapsed_ms": 11931.26, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": 2509 + }, + "stdout_metrics": { + "chars": 971, + "bytes_utf8": 971, + "lines": 4, + "estimated_tokens": 287 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 632, + "bytes_utf8": 632, + "lines": 1, + "estimated_tokens": 171 + }, + "usage": { + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 187 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4f5ec6dd75c09c1c5bac35a6d89ec4c9a8a9221 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c95a3038eff2104d43907a24a63c5f00d29e178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-abdd-7be1-8b52-4d5393297e82"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Used the provided template with bound roles group_col=\\\"g\\\" and condition_col=\\\"g\\\", and positive/negative values 'g'/'h'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0eba4ce140a6fae6d53842ee55509f3027341a3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Used the provided template with bound roles group_col=\"g\" and condition_col=\"g\", and positive/negative values 'g'/'h'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf66dfb6cd66f3d616dfeeb6b66372fc4024602c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:50.200561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:52.663517Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:00.958090Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52c43de572a16cb90047bc5a81d5d782727953d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_09d8ac167155cbf9 +-- problem_id: v2p_n11_35941f42471aa8f4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25781fd43f0433136bf959bf9aed2404e87a32e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..465c6b16eb64ff6815e1bec0367d220f42113f49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:04:50.020351+00:00", + "ended_at": "2026-05-04T09:05:01.992735+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_09d8ac167155cbf9", + "problem_id": "v2p_n11_35941f42471aa8f4", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_09d8ac167155cbf9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_09d8ac167155cbf9", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 187, + "total_tokens": 22787, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 171, + "estimated_total_tokens": 2680, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11931.26, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_09d8ac167155cbf9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f92c88148102f9ec6933bdc118875aa28e4f5c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_09d8ac167155cbf9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:01.974041+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11931.26, "started_at": "2026-05-04T09:04:50.024585+00:00", "ended_at": "2026-05-04T09:05:01.955711+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 632, "bytes_utf8": 632, "lines": 1, "estimated_tokens": 171}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 187}, "stderr_preview": "2026-05-04T09:04:50.200561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:52.663517Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..448bc9f02fe11152fbfe73e5ebbd2f659c8a5fcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-8c63-7fc2-b437-924db97a6496"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"-8.2027\\\" IS NOT NULL\\n AND TRIM(\\\"-8.2027\\\") <> ''\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank implementation of the 90th percentile because SQLite does not support PERCENTILE_CONT. The measure column is stored as TEXT, so it is cast to REAL before ordering and returning the percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":601}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bb57ee10c6654520fe569bfcdabe1c6bff61ebc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"-8.2027\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"-8.2027\" IS NOT NULL\n AND TRIM(\"-8.2027\") <> ''\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Used a SQLite-compatible nearest-rank implementation of the 90th percentile because SQLite does not support PERCENTILE_CONT. The measure column is stored as TEXT, so it is cast to REAL before ordering and returning the percentile value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b8cae89721320f48f960f6391e50cb3185731e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:38.414565Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:40.752179Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:56.939545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ced9f72ab35c57cbae0468e69ef5fda16f93bd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "percentile_measure": 30.5744}, {"g": "g", "percentile_measure": 15.9637}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..163a0161015862d3854bcec18f790c71e56b2e7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_0b5129a048ba39ff +-- problem_id: v2p_n11_18d9578c1d1e4e75 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("-8.2027" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "-8.2027" IS NOT NULL + AND TRIM("-8.2027") <> '' +) +SELECT + "g", + "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7268a4647510e3df56cda911b863de85ae51c91d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"-8.2027\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"-8.2027\" IS NOT NULL\n AND TRIM(\"-8.2027\") <> ''\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"-8.2027\\\" IS NOT NULL\\n AND TRIM(\\\"-8.2027\\\") <> ''\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 30.5744}, {\"g\": \"g\", \"percentile_measure\": 15.9637}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 83.95}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f42deb1a559f94a913dac875c2d2e316a0b0cfe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:27:38.169099+00:00", + "ended_at": "2026-05-04T09:27:57.982332+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0b5129a048ba39ff", + "problem_id": "v2p_n11_18d9578c1d1e4e75", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0b5129a048ba39ff.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0b5129a048ba39ff", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 601, + "total_tokens": 23037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 248, + "estimated_total_tokens": 2593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19692.3, + "sql_execution_elapsed_ms_total": 83.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0b5129a048ba39ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c543d397703d7ab9ee068c3008fed252dd1a5f8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:57.886581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19692.3, "started_at": "2026-05-04T09:27:38.174507+00:00", "ended_at": "2026-05-04T09:27:57.866642+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 827, "bytes_utf8": 827, "lines": 1, "estimated_tokens": 248}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 601}, "stderr_preview": "2026-05-04T09:27:38.414565Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:40.752179Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank implementation of the 90th percentile because SQLite does not support PERCENTILE_CONT. The measure column is stored as TEXT, so it is cast to REAL before ordering and returning the percentile value.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..708e444e49bda836bb9a8437473c07d6bde50792 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0b5129a048ba39ff/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0b5129a048ba39ff", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 601, + "total_tokens": 23037, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 248, + "estimated_total_tokens": 2593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19692.3, + "sql_execution_elapsed_ms_total": 83.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0b5129a048ba39ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e2c19b45c8ad9a98b857814dff00511bd9737d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c3cb889249e66f05ef0817eefaf93e7ebdcdfa9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0c5526920c3bba15", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11316.87, + "sql_execution_elapsed_ms_total": 12.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0c5526920c3bba15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f7d270668009856f2e73ebb17114d1062d82aa97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:58.894938+00:00", + "ended_at": "2026-05-04T09:35:10.209746+00:00", + "elapsed_ms": 11316.87, + "prompt_metrics": { + "chars": 7018, + "bytes_utf8": 7018, + "lines": 226, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 711, + "bytes_utf8": 711, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13239 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ae592cb9f67dbd5cb438e84ceae689f8af59cd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b2856ba9dd37122ca7bbf9e4fba5211f79f0422 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-45e4-7a73-bb7c-5dda4fb6e67b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"16.0021\\\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"16.0021\\\" and threshold fixed at 24.73995. Cast to REAL for correct numeric comparison because the SQLite schema stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f9f98e9fffe8d105d34f99a66f3c819f24710d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"16.0021\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"16.0021\" and threshold fixed at 24.73995. Cast to REAL for correct numeric comparison because the SQLite schema stores this column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e38ef8b2a4973bcea027546e9612f8e34bb8190e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:59.103353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:01.591919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:09.637002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..654462e35302ea4c52e844da3b70b4a73ddd43bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b5d2c2bdb3d79f7b0c4dc3ccf38b7dd49fa40d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_0c5526920c3bba15 +-- problem_id: v2p_n11_e946c0dc535391f0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("16.0021" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4823cebec5cc9f24e033c764ffc24a3e8b6bdce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"16.0021\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"16.0021\\\" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6a772795d371d8da955e79211967cd5b9ad519d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:34:58.890974+00:00", + "ended_at": "2026-05-04T09:35:10.269144+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0c5526920c3bba15", + "problem_id": "v2p_n11_e946c0dc535391f0", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0c5526920c3bba15.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_0c5526920c3bba15", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11316.87, + "sql_execution_elapsed_ms_total": 12.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_0c5526920c3bba15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04a754e5eaea41dd44ea2011ef4f39e4f420f963 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0c5526920c3bba15/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:10.246126+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11316.87, "started_at": "2026-05-04T09:34:58.894938+00:00", "ended_at": "2026-05-04T09:35:10.209746+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:34:59.103353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:01.591919Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..059d053d00dd968e6c42e3e93e836a98a88c7d87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_0d481f0b95f76201\n-- problem_id: v2p_n11_1691aff07f4b7578\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_0d481f0b95f76201\\n-- problem_id: v2p_n11_1691aff07f4b7578\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 0.7159666666666666}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1f6154022fe0f6c3729943737451dfc0148382f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.018434+00:00", + "ended_at": "2026-05-04T09:41:39.044067+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0d481f0b95f76201", + "problem_id": "v2p_n11_1691aff07f4b7578", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0d481f0b95f76201.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0d481f0b95f76201/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..53ec827da6c26c52c55c3ca5c4ec4205804d0205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"2.6449": "2.1508", "support": 27, "avg_response": 0.7438777777777777}, {"2.6449": "2.1287", "support": 24, "avg_response": 0.7450458333333333}, {"2.6449": "2.0774", "support": 24, "avg_response": 0.7252416666666667}, {"2.6449": "2.1319", "support": 23, "avg_response": 0.7543652173913044}, {"2.6449": "2.1351", "support": 22, "avg_response": 0.7539272727272728}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56b69e47ad0c17491731fdff28e8cae135d0dc13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_0fbd5a1241de8602 +-- problem_id: v2p_n11_a533f6d4ef9c76c4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a986e6117f21b8b7076665121aa0437553915d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_0fbd5a1241de8602\n-- problem_id: v2p_n11_a533f6d4ef9c76c4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"2.6449\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_0fbd5a1241de8602\\n-- problem_id: v2p_n11_a533f6d4ef9c76c4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"2.6449\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 0.7438777777777777}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 0.7450458333333333}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 0.7252416666666667}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 0.7543652173913044}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 0.7539272727272728}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 0.7436818181818182}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 0.6261318181818182}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 0.6056142857142858}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 0.5333333333333333}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 0.762945}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 0.58766}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 0.515315}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 0.51332}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 0.7660842105263158}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 0.7284315789473684}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 0.7248105263157895}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 0.5875210526315789}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 0.5305947368421053}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 0.5232894736842105}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 0.5139842105263158}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 0.4766842105263158}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 0.7633722222222222}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 0.7559444444444445}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 0.7537666666666667}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 0.7462666666666666}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 0.7383611111111111}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 0.7299611111111112}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 0.5964}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 0.5956277777777778}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 0.5627555555555556}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 0.5192722222222222}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 0.5129388888888888}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 0.5089333333333333}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 0.4959944444444444}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 0.7522882352941176}, {\"2.6449\": \"2.1123\", \"support\": 17, \"avg_response\": 0.7390411764705883}, {\"2.6449\": \"2.1055\", \"support\": 17, \"avg_response\": 0.7321705882352941}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 0.727664705882353}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 0.6236823529411765}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 0.6163588235294117}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 0.6093470588235295}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 0.6092470588235295}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 0.5987764705882352}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 0.5983647058823529}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 0.5950529411764706}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 0.5895411764705882}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 0.5845058823529412}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 0.5699705882352941}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 0.4821823529411765}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 0.46197058823529413}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.98}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dc39f697ac63dea481324bd1a446469065be4ae0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.548473+00:00", + "ended_at": "2026-05-04T09:41:38.575138+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_0fbd5a1241de8602", + "problem_id": "v2p_n11_a533f6d4ef9c76c4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=2.6449.", + "bindings": { + "key_col": "2.6449", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_0fbd5a1241de8602.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_0fbd5a1241de8602/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8f70a7784504c298f3a1365c5db50afce348956 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7352, "bytes_utf8": 7352, "lines": 232, "estimated_tokens": 2390}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..76a9d05de17fb54ef53895d671cf36f563fec4e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_11499476885c8b92", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 22661, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11666.37, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_11499476885c8b92\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1a52aaf6f40f49cef823c64b4295087897d5c10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:42.768651+00:00", + "ended_at": "2026-05-04T09:24:54.434406+00:00", + "elapsed_ms": 11666.37, + "prompt_metrics": { + "chars": 7352, + "bytes_utf8": 7352, + "lines": 232, + "estimated_tokens": 2390 + }, + "stdout_metrics": { + "chars": 828, + "bytes_utf8": 828, + "lines": 4, + "estimated_tokens": 260 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13180 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 490, + "bytes_utf8": 490, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f9ea8d52d75a4cd0d642159c52bc82dfbffbd33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb6adde634082ecd8495a5afc1d465842876003d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-df21-7a83-87db-87a1e85e9f14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"40.092\\\", predicate_op=\\\">=\\\", predicate_value=45.8841, top_k=16. CAST to REAL is applied because these columns are stored as TEXT in SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":182}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..131105d0f68167ee3a76aa069c20c5c2876b5744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided template and fixed bindings: group_col=\"g\", measure_col=\"16.0021\", predicate_col=\"40.092\", predicate_op=\">=\", predicate_value=45.8841, top_k=16. CAST to REAL is applied because these columns are stored as TEXT in SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..70d5b0e812e7f26c797d040104e3a060c9817833 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:42.987843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:45.339774Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:53.882714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9b277181f5ebb3ee0f340af30dcdab58209ba74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "total_measure": 94616.1376}, {"g": "g", "total_measure": 22625.4384}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6716b1d3d13ea4fd145816657142f7ac1b9e969 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_11499476885c8b92 +-- problem_id: v2p_n11_d1d7060e824360e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b5817f697a16ea194563483d1847397a78fa52b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 94616.1376}, {\"g\": \"g\", \"total_measure\": 22625.4384}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b7eb437eddb246c982a8d98587b29252847d61a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:24:42.762006+00:00", + "ended_at": "2026-05-04T09:24:54.472592+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_11499476885c8b92", + "problem_id": "v2p_n11_d1d7060e824360e1", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_11499476885c8b92.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_11499476885c8b92", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 22661, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11666.37, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_11499476885c8b92\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57664bd0213686884458f3ac9ee62dbe5148b3fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:54.454105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11666.37, "started_at": "2026-05-04T09:24:42.768651+00:00", "ended_at": "2026-05-04T09:24:54.434406+00:00", "prompt_metrics": {"chars": 7352, "bytes_utf8": 7352, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 182}, "stderr_preview": "2026-05-04T09:24:42.987843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:45.339774Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided template and fixed bindings: group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"40.092\\\", predicate_op=\\\">=\\\", predicate_value=45.8841, top_k=16. CAST to REAL is applied because these columns are stored as TEXT in SQLite schema.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5c968770a675a826e06cb22659ccf65fed40a818 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_11499476885c8b92/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_11499476885c8b92", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 22661, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2532, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11666.37, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_11499476885c8b92\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c541bd56f6d54b51483278ffe090bdb4af903d6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2343}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 899, "bytes_utf8": 899, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22434, "cached_input_tokens": 19840, "output_tokens": 366}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7959, "bytes_utf8": 7959, "lines": 232, "estimated_tokens": 2561}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 718, "bytes_utf8": 718, "lines": 1, "estimated_tokens": 229}, "usage": {"input_tokens": 22652, "cached_input_tokens": 21888, "output_tokens": 442}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d8ed4b165d33ffdb647d2e0f1465bb6361c82f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1230a0e6366ee6c8", + "api_calls": 0, + "input_tokens": 45086, + "cached_input_tokens": 41728, + "output_tokens": 808, + "total_tokens": 45894, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4904, + "estimated_output_tokens": 485, + "estimated_total_tokens": 5389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31812.67, + "sql_execution_elapsed_ms_total": 82.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1230a0e6366ee6c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5420f68751cc81374b422420aa3835667cdbc23f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:37.699035+00:00", + "ended_at": "2026-05-04T09:28:52.510074+00:00", + "elapsed_ms": 14812.15, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": 2343 + }, + "stdout_metrics": { + "chars": 1300, + "bytes_utf8": 1300, + "lines": 4, + "estimated_tokens": 408 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 899, + "bytes_utf8": 899, + "lines": 1, + "estimated_tokens": 256 + }, + "usage": { + "input_tokens": 22434, + "cached_input_tokens": 19840, + "output_tokens": 366 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bbcac33e220838d3b87c7325ef0d5593890110b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:28:52.539282+00:00", + "ended_at": "2026-05-04T09:29:09.539413+00:00", + "elapsed_ms": 17000.52, + "prompt_metrics": { + "chars": 7959, + "bytes_utf8": 7959, + "lines": 232, + "estimated_tokens": 2561 + }, + "stdout_metrics": { + "chars": 1111, + "bytes_utf8": 1111, + "lines": 4, + "estimated_tokens": 380 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 718, + "bytes_utf8": 718, + "lines": 1, + "estimated_tokens": 229 + }, + "usage": { + "input_tokens": 22652, + "cached_input_tokens": 21888, + "output_tokens": 442 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..179a15d23d6d1171f272b2e9b59a148b17abd84c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..08cd985a5891806f290b103c4b000a7dd2202d1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4f753c70013cfd7cb3bb242096348f0732d530d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-74df-7833-9456-5dec856f29f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Since SQLite does not support PERCENTILE_CONT, this uses a window-function percentile-point approximation by selecting the value at rank CEIL(0.9 * group_size) within each group after casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22434,"cached_input_tokens":19840,"output_tokens":366}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24172b693469f4fec823755784ea1a2e0a7cfaff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped percentile template with group_col=\"g\" and measure_col=\"40.092\". Since SQLite does not support PERCENTILE_CONT, this uses a window-function percentile-point approximation by selecting the value at rank CEIL(0.9 * group_size) within each group after casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..38db4adfab08ada60d2fb0e27b575bce3203805b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-aec5-75c1-a5f9-3dc66bdbd0a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL(0.9 * cnt) with SQLite-safe integer arithmetic for the 90th-percentile rank: floor((9*cnt + 9)/10).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22652,"cached_input_tokens":21888,"output_tokens":442}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ae1cfa4b6061eaad7f1737de5f7612b00d122b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL(0.9 * cnt) with SQLite-safe integer arithmetic for the 90th-percentile rank: floor((9*cnt + 9)/10)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f0e646f6555540978a77f863d8f4560accf71d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:37.927230Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:40.416105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:51.511955Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5832db076cc077607a8a0c74a55019432e159a7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:52.769451Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:55.069547Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:08.981085Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d1e53a9da645ed9e2bfced17c85f51d1993414b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "percentile_measure": 80.8764}, {"g": "g", "percentile_measure": 53.6537}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecd201c9494aa976341727e8af9ce9f479d0b5de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_1230a0e6366ee6c8 +-- problem_id: v2p_n11_52a76c632003fa11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("40.092" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "40.092" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e32706634c37e661adf81941e3990facb13f041 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"40.092\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"40.092\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 80.8764}, {\"g\": \"g\", \"percentile_measure\": 53.6537}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 82.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d60d663a2eec6c4c97e5c67e914fa913cc154a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:28:37.693852+00:00", + "ended_at": "2026-05-04T09:29:09.649082+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1230a0e6366ee6c8", + "problem_id": "v2p_n11_52a76c632003fa11", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1230a0e6366ee6c8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1230a0e6366ee6c8", + "api_calls": 0, + "input_tokens": 45086, + "cached_input_tokens": 41728, + "output_tokens": 808, + "total_tokens": 45894, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4904, + "estimated_output_tokens": 485, + "estimated_total_tokens": 5389, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31812.67, + "sql_execution_elapsed_ms_total": 82.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1230a0e6366ee6c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25be29b3e976d9e5b10017a525b811a347006e59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1230a0e6366ee6c8/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:28:52.534243+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14812.15, "started_at": "2026-05-04T09:28:37.699035+00:00", "ended_at": "2026-05-04T09:28:52.510074+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2343}, "response_metrics": {"chars": 899, "bytes_utf8": 899, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22434, "cached_input_tokens": 19840, "output_tokens": 366}, "stderr_preview": "2026-05-04T09:28:37.927230Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:40.416105Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a040407bedaac74aa32b31dd432801e6f4e4d515 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-74f4-7713-8288-ce189879370d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"quantiles\\\".\\\"g\\\"\\nORDER BY \\\"quantiles\\\".\\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile using window functions. Cast \\\"28.7967\\\" from TEXT to REAL for numeric ordering. Because both group_col and condition_col are \\\"g\\\" with condition_value='h', only the 'h' group can have a non-NULL conditional percentile; other groups will appear with NULL, matching the grouped filtered-view intent.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22509,"cached_input_tokens":19840,"output_tokens":890}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f094798a0b130a22bd6147eeb831a1d2041e4c79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"28.7967\" IS NOT NULL\n),\n\"quantiles\" AS (\n SELECT\n \"g\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"quantiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"g\" = \"quantiles\".\"g\"\nORDER BY \"quantiles\".\"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile using window functions. Cast \"28.7967\" from TEXT to REAL for numeric ordering. Because both group_col and condition_col are \"g\" with condition_value='h', only the 'h' group can have a non-NULL conditional percentile; other groups will appear with NULL, matching the grouped filtered-view intent."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..159cd4c8d7880744b577286c5f22fdcac1d86228 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:14.900465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:17.282567Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:38.176250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7dd7f9d7c6693a9983ef70f8fa4b8912d3378d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 158.031}, {"g": "g", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6fd4e241500eedb4606db95caa20f34c043d00a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_14a1b336f7927783 +-- problem_id: v2p_n11_316d23bf028a399a +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g", + CAST("28.7967" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'h' + AND "28.7967" IS NOT NULL +), +"quantiles" AS ( + SELECT + "g", + "measure_value" AS "conditional_percentile" + FROM "filtered" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "groups"."g", + "quantiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "quantiles" + ON "groups"."g" = "quantiles"."g" +ORDER BY "quantiles"."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a67e529a8aa1f945785c2d3e164e07824d0f7b9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"28.7967\" IS NOT NULL\n),\n\"quantiles\" AS (\n SELECT\n \"g\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"quantiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"g\" = \"quantiles\".\"g\"\nORDER BY \"quantiles\".\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"quantiles\\\".\\\"g\\\"\\nORDER BY \\\"quantiles\\\".\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 158.031}, {\"g\": \"g\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.81}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9879cd7ee45eb0ecb230f0fc4c76886aa621ffe1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:12:14.668043+00:00", + "ended_at": "2026-05-04T09:12:38.971605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_14a1b336f7927783", + "problem_id": "v2p_n11_316d23bf028a399a", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_14a1b336f7927783.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_14a1b336f7927783", + "api_calls": 0, + "input_tokens": 22509, + "cached_input_tokens": 19840, + "output_tokens": 890, + "total_tokens": 23399, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2418, + "estimated_output_tokens": 368, + "estimated_total_tokens": 2786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24230.96, + "sql_execution_elapsed_ms_total": 36.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_14a1b336f7927783\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5db6b0d476e0dafa85cf1e5c00c2921db8e458f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_14a1b336f7927783/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:38.923261+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24230.96, "started_at": "2026-05-04T09:12:14.671820+00:00", "ended_at": "2026-05-04T09:12:38.903010+00:00", "prompt_metrics": {"chars": 7556, "bytes_utf8": 7556, "lines": 233, "estimated_tokens": 2418}, "response_metrics": {"chars": 1267, "bytes_utf8": 1267, "lines": 1, "estimated_tokens": 368}, "usage": {"input_tokens": 22509, "cached_input_tokens": 19840, "output_tokens": 890}, "stderr_preview": "2026-05-04T09:12:14.900465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:17.282567Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..011656b0141c9e45283f16be0b2237de882cd092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_15837ecb651b70c9\n-- problem_id: v2p_n11_1a4b0b001b25555b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_15837ecb651b70c9\\n-- problem_id: v2p_n11_1a4b0b001b25555b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 2.184268292682927}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 2.207642857142857}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7354098606d9d501069262877d689c2237636d9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.852503+00:00", + "ended_at": "2026-05-04T09:41:38.880374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_15837ecb651b70c9", + "problem_id": "v2p_n11_1a4b0b001b25555b", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_15837ecb651b70c9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_15837ecb651b70c9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20779a44eb4f69e6158fe0c4b75b25694378c3b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7332, "bytes_utf8": 7332, "lines": 226, "estimated_tokens": 2395}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 460}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cac2985e9e368afd236ec3e8c1e3f6c14d79e018 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_16c8394a75026e53", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 460, + "total_tokens": 22946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 282, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25534.8, + "sql_execution_elapsed_ms_total": 45.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_16c8394a75026e53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c5ffcd9042a0ea4040bd154c860801f4e51a2558 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:40:57.129701+00:00", + "ended_at": "2026-05-04T09:41:22.664937+00:00", + "elapsed_ms": 25534.8, + "prompt_metrics": { + "chars": 7332, + "bytes_utf8": 7332, + "lines": 226, + "estimated_tokens": 2395 + }, + "stdout_metrics": { + "chars": 1248, + "bytes_utf8": 1248, + "lines": 4, + "estimated_tokens": 446 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13248 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 1, + "estimated_tokens": 282 + }, + "usage": { + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 460 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d45b3340635b33248d5581e3ea1df6fe3b9b0792 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..491832f0e66c4716ed3fd03bc061d4726394ac20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-ca0f-7300-9398-05e9625bb736"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS \\\"mean_val\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL) * CAST(\\\"-8.2027\\\" AS REAL)) AS \\\"mean_sq\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"n11\\\".\\\"-8.2027\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") /\\n NULLIF(SQRT(\\\"stats\\\".\\\"mean_sq\\\" - (\\\"stats\\\".\\\"mean_val\\\" * \\\"stats\\\".\\\"mean_val\\\")), 0) AS \\\"z_score\\\"\\n FROM \\\"n11\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\",\"notes\":\"Used the requested template with measure_col bound to \\\"-8.2027\\\" and replaced unsupported SQLite STDDEV with SQRT(E[x^2] - E[x]^2). Casts to REAL are included because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22486,"cached_input_tokens":21888,"output_tokens":460}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4bb3fbb4426d8405c47de88e996dceb9e5f94dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"-8.2027\" AS REAL)) AS \"mean_val\",\n AVG(CAST(\"-8.2027\" AS REAL) * CAST(\"-8.2027\" AS REAL)) AS \"mean_sq\"\n FROM \"n11\"\n),\n\"scored\" AS (\n SELECT\n \"n11\".*,\n (CAST(\"n11\".\"-8.2027\" AS REAL) - \"stats\".\"mean_val\") /\n NULLIF(SQRT(\"stats\".\"mean_sq\" - (\"stats\".\"mean_val\" * \"stats\".\"mean_val\")), 0) AS \"z_score\"\n FROM \"n11\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"-8.2027\" AS REAL) DESC;","notes":"Used the requested template with measure_col bound to \"-8.2027\" and replaced unsupported SQLite STDDEV with SQRT(E[x^2] - E[x]^2). Casts to REAL are included because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcf0600bb7db9242f9e47e908f5d838b24e4cfc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:41:00.661714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:41:03.131891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:41:21.874031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d26293e92d44ca8ab1e004c6fa73301d2bb593b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027. +Result preview: [{"28.7967": "231.518", "16.0021": "172.926", "2.6449": "3.5345", "0.3918": "0.1236", "0.1982": "0.0621", "27.7004": "-235.693", "22.011": "115.973", "-8.2027": "179.851", "40.092": "60.3405", "81.8828": "197.133", "g": "h", "z_score": 8.623316950755953}, {"28.7967": "241.876", "16.0021": "170.862", "2.6449": "3.4333", "0.3918": "0.177", "0.1982": "0.1067", "27.7004": "-156.806", "22.011": "-204.822", "-8.2027": "170.692", "40.092": "8.9743", "81.8828": "226.317", "g": "h", "z_score": 8.18355862604354}, {"28.7967": "201.3999", "16.0021": "145.8588", "2.6449": "3.463", "0.3918": "0.1076", "0.1982": "0.0599", "27.7004": "-21.8528", "22.011": "-219.992", "-8.2027": "163.2697", "40.092": "72.8814", "81.8828": "307.7284", "g": "h", "z_score": 7.827185854615116}, {"28.7967": "235.552", "16.0021": "186.928", "2.6449": "5.1795", "0.3918": "0.0137", "0.1982": "0.0072", "27.7004": "-47.9258", "22.011": "-113.666", "-8.2027": "154.865", "40.092": "85.9426", "81.8828": "152.374", "g": "h", "z_score": 7.423644333519973}, {"28.7967": "256.792", "16.0021": "171.9848", "2.6449": "4.0709", "0.3918": "0.0501", "0.1982": "0.0474", "27.7004": "253.046", "22.011": "-76.4121", "-8.2027": "143.8753", "40.092": "85.8723", "81.8828": "225.1622", "g": "h", "z_score": 6.895987159036731}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea4b1165992c599c18211913d832f51aa351951a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_16c8394a75026e53 +-- problem_id: v2p_n11_7a5989d3b6ada75f +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("-8.2027" AS REAL)) AS "mean_val", + AVG(CAST("-8.2027" AS REAL) * CAST("-8.2027" AS REAL)) AS "mean_sq" + FROM "n11" +), +"scored" AS ( + SELECT + "n11".*, + (CAST("n11"."-8.2027" AS REAL) - "stats"."mean_val") / + NULLIF(SQRT("stats"."mean_sq" - ("stats"."mean_val" * "stats"."mean_val")), 0) AS "z_score" + FROM "n11" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("-8.2027" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c92be476dc5338cd4b05d97a676f78be948dbe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"-8.2027\" AS REAL)) AS \"mean_val\",\n AVG(CAST(\"-8.2027\" AS REAL) * CAST(\"-8.2027\" AS REAL)) AS \"mean_sq\"\n FROM \"n11\"\n),\n\"scored\" AS (\n SELECT\n \"n11\".*,\n (CAST(\"n11\".\"-8.2027\" AS REAL) - \"stats\".\"mean_val\") /\n NULLIF(SQRT(\"stats\".\"mean_sq\" - (\"stats\".\"mean_val\" * \"stats\".\"mean_val\")), 0) AS \"z_score\"\n FROM \"n11\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"-8.2027\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS \\\"mean_val\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL) * CAST(\\\"-8.2027\\\" AS REAL)) AS \\\"mean_sq\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"n11\\\".\\\"-8.2027\\\" AS REAL) - \\\"stats\\\".\\\"mean_val\\\") /\\n NULLIF(SQRT(\\\"stats\\\".\\\"mean_sq\\\" - (\\\"stats\\\".\\\"mean_val\\\" * \\\"stats\\\".\\\"mean_val\\\")), 0) AS \\\"z_score\\\"\\n FROM \\\"n11\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"z_score\"], \"rows\": [{\"28.7967\": \"231.518\", \"16.0021\": \"172.926\", \"2.6449\": \"3.5345\", \"0.3918\": \"0.1236\", \"0.1982\": \"0.0621\", \"27.7004\": \"-235.693\", \"22.011\": \"115.973\", \"-8.2027\": \"179.851\", \"40.092\": \"60.3405\", \"81.8828\": \"197.133\", \"g\": \"h\", \"z_score\": 8.623316950755953}, {\"28.7967\": \"241.876\", \"16.0021\": \"170.862\", \"2.6449\": \"3.4333\", \"0.3918\": \"0.177\", \"0.1982\": \"0.1067\", \"27.7004\": \"-156.806\", \"22.011\": \"-204.822\", \"-8.2027\": \"170.692\", \"40.092\": \"8.9743\", \"81.8828\": \"226.317\", \"g\": \"h\", \"z_score\": 8.18355862604354}, {\"28.7967\": \"201.3999\", \"16.0021\": \"145.8588\", \"2.6449\": \"3.463\", \"0.3918\": \"0.1076\", \"0.1982\": \"0.0599\", \"27.7004\": \"-21.8528\", \"22.011\": \"-219.992\", \"-8.2027\": \"163.2697\", \"40.092\": \"72.8814\", \"81.8828\": \"307.7284\", \"g\": \"h\", \"z_score\": 7.827185854615116}, {\"28.7967\": \"235.552\", \"16.0021\": \"186.928\", \"2.6449\": \"5.1795\", \"0.3918\": \"0.0137\", \"0.1982\": \"0.0072\", \"27.7004\": \"-47.9258\", \"22.011\": \"-113.666\", \"-8.2027\": \"154.865\", \"40.092\": \"85.9426\", \"81.8828\": \"152.374\", \"g\": \"h\", \"z_score\": 7.423644333519973}, {\"28.7967\": \"256.792\", \"16.0021\": \"171.9848\", \"2.6449\": \"4.0709\", \"0.3918\": \"0.0501\", \"0.1982\": \"0.0474\", \"27.7004\": \"253.046\", \"22.011\": \"-76.4121\", \"-8.2027\": \"143.8753\", \"40.092\": \"85.8723\", \"81.8828\": \"225.1622\", \"g\": \"h\", \"z_score\": 6.895987159036731}, {\"28.7967\": \"130.4586\", \"16.0021\": \"112.3406\", \"2.6449\": \"3.3736\", \"0.3918\": \"0.2205\", \"0.1982\": \"0.1138\", \"27.7004\": \"-82.3989\", \"22.011\": \"-59.6096\", \"-8.2027\": \"139.2361\", \"40.092\": \"86.7983\", \"81.8828\": \"384.5202\", \"g\": \"h\", \"z_score\": 6.673241573273456}, {\"28.7967\": \"289.856\", \"16.0021\": \"160.324\", \"2.6449\": \"3.568\", \"0.3918\": \"0.0854\", \"0.1982\": \"0.0456\", \"27.7004\": \"402.925\", \"22.011\": \"-121.901\", \"-8.2027\": \"132.589\", \"40.092\": \"16.4804\", \"81.8828\": \"33.2553\", \"g\": \"h\", \"z_score\": 6.354089093723737}, {\"28.7967\": \"180.996\", \"16.0021\": \"145.783\", \"2.6449\": \"4.4571\", \"0.3918\": \"0.0516\", \"0.1982\": \"0.0277\", \"27.7004\": \"-63.5218\", \"22.011\": \"-160.89\", \"-8.2027\": \"132.388\", \"40.092\": \"67.1736\", \"81.8828\": \"291.994\", \"g\": \"h\", \"z_score\": 6.344438321448687}, {\"28.7967\": \"233.039\", \"16.0021\": \"201.364\", \"2.6449\": \"4.382\", \"0.3918\": \"0.0507\", \"0.1982\": \"0.0336\", \"27.7004\": \"-239.3372\", \"22.011\": \"-217.8321\", \"-8.2027\": \"131.5547\", \"40.092\": \"11.8951\", \"81.8828\": \"242.1093\", \"g\": \"h\", \"z_score\": 6.304428428230774}, {\"28.7967\": \"225.1348\", \"16.0021\": \"170.2863\", \"2.6449\": \"4.4923\", \"0.3918\": \"0.0499\", \"0.1982\": \"0.0225\", \"27.7004\": \"-197.2205\", \"22.011\": \"-189.8168\", \"-8.2027\": \"130.8545\", \"40.092\": \"55.482\", \"81.8828\": \"225.1874\", \"g\": \"h\", \"z_score\": 6.270809170783059}, {\"28.7967\": \"138.347\", \"16.0021\": \"115.051\", \"2.6449\": \"3.4943\", \"0.3918\": \"0.1\", \"0.1982\": \"0.0511\", \"27.7004\": \"-256.36\", \"22.011\": \"-78.3489\", \"-8.2027\": \"130.494\", \"40.092\": \"84.6519\", \"81.8828\": \"217.354\", \"g\": \"h\", \"z_score\": 6.253500198618103}, {\"28.7967\": \"245.594\", \"16.0021\": \"136.723\", \"2.6449\": \"3.4852\", \"0.3918\": \"0.1325\", \"0.1982\": \"0.0731\", \"27.7004\": \"-216.55\", \"22.011\": \"-168.707\", \"-8.2027\": \"127.685\", \"40.092\": \"21.555\", \"81.8828\": \"121.957\", \"g\": \"h\", \"z_score\": 6.118629455729451}, {\"28.7967\": \"157.757\", \"16.0021\": \"106.801\", \"2.6449\": \"3.4859\", \"0.3918\": \"0.1892\", \"0.1982\": \"0.0965\", \"27.7004\": \"59.7534\", \"22.011\": \"121.385\", \"-8.2027\": \"127.381\", \"40.092\": \"82.3074\", \"81.8828\": \"416.326\", \"g\": \"h\", \"z_score\": 6.1040332628358405}, {\"28.7967\": \"231.1923\", \"16.0021\": \"128.6088\", \"2.6449\": \"3.597\", \"0.3918\": \"0.1122\", \"0.1982\": \"0.041\", \"27.7004\": \"142.5272\", \"22.011\": \"144.3742\", \"-8.2027\": \"125.8172\", \"40.092\": \"64.2588\", \"81.8828\": \"270.9517\", \"g\": \"h\", \"z_score\": 6.028949294260093}, {\"28.7967\": \"243.157\", \"16.0021\": \"142.458\", \"2.6449\": \"3.6309\", \"0.3918\": \"0.131\", \"0.1982\": \"0.0661\", \"27.7004\": \"-195.688\", \"22.011\": \"-219.973\", \"-8.2027\": \"125.381\", \"40.092\": \"71.309\", \"81.8828\": \"341.788\", \"g\": \"h\", \"z_score\": 6.008005678009459}, {\"28.7967\": \"209.421\", \"16.0021\": \"122.147\", \"2.6449\": \"3.6151\", \"0.3918\": \"0.1405\", \"0.1982\": \"0.0715\", \"27.7004\": \"-178.531\", \"22.011\": \"-113.492\", \"-8.2027\": \"125.301\", \"40.092\": \"29.7554\", \"81.8828\": \"199.704\", \"g\": \"h\", \"z_score\": 6.0041645746164045}, {\"28.7967\": \"221.7522\", \"16.0021\": \"138.8445\", \"2.6449\": \"3.4021\", \"0.3918\": \"0.1322\", \"0.1982\": \"0.035\", \"27.7004\": \"-76.8735\", \"22.011\": \"118.7451\", \"-8.2027\": \"125.1524\", \"40.092\": \"54.683\", \"81.8828\": \"39.9043\", \"g\": \"h\", \"z_score\": 5.997029725063804}, {\"28.7967\": \"195.949\", \"16.0021\": \"143.465\", \"2.6449\": \"4.6964\", \"0.3918\": \"0.0316\", \"0.1982\": \"0.016\", \"27.7004\": \"-197.949\", \"22.011\": \"-208.803\", \"-8.2027\": \"124.621\", \"40.092\": \"23.2154\", \"81.8828\": \"236.927\", \"g\": \"h\", \"z_score\": 5.971515195775434}, {\"28.7967\": \"215.6606\", \"16.0021\": \"148.141\", \"2.6449\": \"4.45\", \"0.3918\": \"0.0459\", \"0.1982\": \"0.0092\", \"27.7004\": \"-207.9001\", \"22.011\": \"-140.3606\", \"-8.2027\": \"124.0856\", \"40.092\": \"66.5963\", \"81.8828\": \"298.1376\", \"g\": \"h\", \"z_score\": 5.945808611317412}, {\"28.7967\": \"149.0388\", \"16.0021\": \"108.5058\", \"2.6449\": \"3.6602\", \"0.3918\": \"0.1263\", \"0.1982\": \"0.0499\", \"27.7004\": \"-86.8498\", \"22.011\": \"85.2039\", \"-8.2027\": \"122.4618\", \"40.092\": \"54.3542\", \"81.8828\": \"222.3967\", \"g\": \"h\", \"z_score\": 5.867843815196873}, {\"28.7967\": \"258.7196\", \"16.0021\": \"188.8866\", \"2.6449\": \"3.5198\", \"0.3918\": \"0.0865\", \"0.1982\": \"0.0535\", \"27.7004\": \"328.7287\", \"22.011\": \"42.4851\", \"-8.2027\": \"122.2904\", \"40.092\": \"75.4253\", \"81.8828\": \"135.2064\", \"g\": \"h\", \"z_score\": 5.859614251177253}, {\"28.7967\": \"162.8811\", \"16.0021\": \"112.2661\", \"2.6449\": \"3.0987\", \"0.3918\": \"0.2981\", \"0.1982\": \"0.2104\", \"27.7004\": \"-120.4171\", \"22.011\": \"-148.949\", \"-8.2027\": \"121.8642\", \"40.092\": \"15.8519\", \"81.8828\": \"350.3663\", \"g\": \"h\", \"z_score\": 5.839150772850751}, {\"28.7967\": \"184.224\", \"16.0021\": \"165.886\", \"2.6449\": \"3.5461\", \"0.3918\": \"0.0808\", \"0.1982\": \"0.0448\", \"27.7004\": \"-260.17\", \"22.011\": \"93.8146\", \"-8.2027\": \"121.181\", \"40.092\": \"3.7745\", \"81.8828\": \"70.1499\", \"g\": \"h\", \"z_score\": 5.8063477498740586}, {\"28.7967\": \"184.511\", \"16.0021\": \"161.845\", \"2.6449\": \"3.9175\", \"0.3918\": \"0.1256\", \"0.1982\": \"0.0646\", \"27.7004\": \"-107.185\", \"22.011\": \"-145.318\", \"-8.2027\": \"120.567\", \"40.092\": \"23.143\", \"81.8828\": \"272.309\", \"g\": \"h\", \"z_score\": 5.776867281332359}, {\"28.7967\": \"267.768\", \"16.0021\": \"145.251\", \"2.6449\": \"3.5586\", \"0.3918\": \"0.0804\", \"0.1982\": \"0.0405\", \"27.7004\": \"374.603\", \"22.011\": \"-136.673\", \"-8.2027\": \"120.53\", \"40.092\": \"44.655\", \"81.8828\": \"85.569\", \"g\": \"h\", \"z_score\": 5.775090771013072}, {\"28.7967\": \"202.6095\", \"16.0021\": \"95.6413\", \"2.6449\": \"3.3929\", \"0.3918\": \"0.2038\", \"0.1982\": \"0.1018\", \"27.7004\": \"-186.2289\", \"22.011\": \"-182.7665\", \"-8.2027\": \"120.3763\", \"40.092\": \"12.0447\", \"81.8828\": \"274.4544\", \"g\": \"h\", \"z_score\": 5.767711051119164}, {\"28.7967\": \"176.969\", \"16.0021\": \"81.3581\", \"2.6449\": \"3.4637\", \"0.3918\": \"0.1736\", \"0.1982\": \"0.0871\", \"27.7004\": \"-227.241\", \"22.011\": \"-89.0242\", \"-8.2027\": \"119.928\", \"40.092\": \"84.4018\", \"81.8828\": \"297.574\", \"g\": \"h\", \"z_score\": 5.746186467980331}, {\"28.7967\": \"118.71\", \"16.0021\": \"89.4659\", \"2.6449\": \"3.4193\", \"0.3918\": \"0.2742\", \"0.1982\": \"0.1388\", \"27.7004\": \"57.3669\", \"22.011\": \"-71.8817\", \"-8.2027\": \"117.371\", \"40.092\": \"32.8558\", \"81.8828\": \"369.18\", \"g\": \"h\", \"z_score\": 5.623415200779802}, {\"28.7967\": \"192.673\", \"16.0021\": \"94.1413\", \"2.6449\": \"3.3996\", \"0.3918\": \"0.1992\", \"0.1982\": \"0.0998\", \"27.7004\": \"-176.854\", \"22.011\": \"-181.038\", \"-8.2027\": \"117.31\", \"40.092\": \"15.79\", \"81.8828\": \"273.75\", \"g\": \"h\", \"z_score\": 5.620486359442598}, {\"28.7967\": \"104.4053\", \"16.0021\": \"94.4102\", \"2.6449\": \"3.2125\", \"0.3918\": \"0.1871\", \"0.1982\": \"0.0823\", \"27.7004\": \"-96.8418\", \"22.011\": \"69.9405\", \"-8.2027\": \"116.7052\", \"40.092\": \"61.1733\", \"81.8828\": \"232.1963\", \"g\": \"h\", \"z_score\": 5.5914476177911006}, {\"28.7967\": \"133.5869\", \"16.0021\": \"104.3823\", \"2.6449\": \"3.2622\", \"0.3918\": \"0.141\", \"0.1982\": \"0.0823\", \"27.7004\": \"-207.3567\", \"22.011\": \"104.7099\", \"-8.2027\": \"116.5691\", \"40.092\": \"4.1599\", \"81.8828\": \"119.8979\", \"g\": \"h\", \"z_score\": 5.584912940643665}, {\"28.7967\": \"222.6009\", \"16.0021\": \"153.0741\", \"2.6449\": \"3.8647\", \"0.3918\": \"0.099\", \"0.1982\": \"0.058\", \"27.7004\": \"4.2177\", \"22.011\": \"142.0264\", \"-8.2027\": \"114.7321\", \"40.092\": \"68.4299\", \"81.8828\": \"142.0709\", \"g\": \"h\", \"z_score\": 5.496711603980634}, {\"28.7967\": \"180.1015\", \"16.0021\": \"135.4331\", \"2.6449\": \"4.2896\", \"0.3918\": \"0.0541\", \"0.1982\": \"0.0416\", \"27.7004\": \"-61.2026\", \"22.011\": \"-179.0611\", \"-8.2027\": \"113.4518\", \"40.092\": \"58.4545\", \"81.8828\": \"281.2776\", \"g\": \"h\", \"z_score\": 5.435239545554026}, {\"28.7967\": \"252.659\", \"16.0021\": \"119.301\", \"2.6449\": \"3.5799\", \"0.3918\": \"0.105\", \"0.1982\": \"0.0567\", \"27.7004\": \"-119.35\", \"22.011\": \"130.435\", \"-8.2027\": \"111.997\", \"40.092\": \"58.974\", \"81.8828\": \"178.389\", \"g\": \"h\", \"z_score\": 5.365389080351315}, {\"28.7967\": \"211.444\", \"16.0021\": \"140.2\", \"2.6449\": \"4.3184\", \"0.3918\": \"0.0602\", \"0.1982\": \"0.0309\", \"27.7004\": \"-249.313\", \"22.011\": \"-121.811\", \"-8.2027\": \"111.926\", \"40.092\": \"62.4657\", \"81.8828\": \"309.351\", \"g\": \"h\", \"z_score\": 5.361980101089979}, {\"28.7967\": \"254.0912\", \"16.0021\": \"129.8571\", \"2.6449\": \"3.5467\", \"0.3918\": \"0.1239\", \"0.1982\": \"0.0697\", \"27.7004\": \"369.5594\", \"22.011\": \"-132.2893\", \"-8.2027\": \"111.7821\", \"40.092\": \"63.6941\", \"81.8828\": \"68.6075\", \"g\": \"h\", \"z_score\": 5.355070916361721}, {\"28.7967\": \"114.631\", \"16.0021\": \"103.011\", \"2.6449\": \"3.0322\", \"0.3918\": \"0.1671\", \"0.1982\": \"0.098\", \"27.7004\": \"-129.806\", \"22.011\": \"70.8967\", \"-8.2027\": \"110.421\", \"40.092\": \"75.4664\", \"81.8828\": \"55.9936\", \"g\": \"h\", \"z_score\": 5.289719343508128}, {\"28.7967\": \"262.0263\", \"16.0021\": \"131.227\", \"2.6449\": \"3.399\", \"0.3918\": \"0.0992\", \"0.1982\": \"0.0789\", \"27.7004\": \"365.6528\", \"22.011\": \"-134.5952\", \"-8.2027\": \"110.0008\", \"40.092\": \"62.2396\", \"81.8828\": \"58.3654\", \"g\": \"h\", \"z_score\": 5.269543947936104}, {\"28.7967\": \"266.66\", \"16.0021\": \"177.782\", \"2.6449\": \"3.5848\", \"0.3918\": \"0.109\", \"0.1982\": \"0.0618\", \"27.7004\": \"-261.165\", \"22.011\": \"-204.973\", \"-8.2027\": \"108.551\", \"40.092\": \"31.715\", \"81.8828\": \"188.693\", \"g\": \"h\", \"z_score\": 5.199933551695461}, {\"28.7967\": \"195.2839\", \"16.0021\": \"112.0025\", \"2.6449\": \"3.6739\", \"0.3918\": \"0.1005\", \"0.1982\": \"0.0449\", \"27.7004\": \"-155.7816\", \"22.011\": \"-164.0899\", \"-8.2027\": \"106.1555\", \"40.092\": \"72.9736\", \"81.8828\": \"311.6471\", \"g\": \"h\", \"z_score\": 5.084916511969663}, {\"28.7967\": \"143.398\", \"16.0021\": \"74.0648\", \"2.6449\": \"3.4006\", \"0.3918\": \"0.1344\", \"0.1982\": \"0.0714\", \"27.7004\": \"-207.044\", \"22.011\": \"-69.5873\", \"-8.2027\": \"106.034\", \"40.092\": \"50.859\", \"81.8828\": \"184.564\", \"g\": \"h\", \"z_score\": 5.079082836191461}, {\"28.7967\": \"214.329\", \"16.0021\": \"118.575\", \"2.6449\": \"4.2372\", \"0.3918\": \"0.0701\", \"0.1982\": \"0.038\", \"27.7004\": \"-72.6685\", \"22.011\": \"-153.297\", \"-8.2027\": \"105.774\", \"40.092\": \"80.6847\", \"81.8828\": \"348.825\", \"g\": \"h\", \"z_score\": 5.06659925016403}, {\"28.7967\": \"183.615\", \"16.0021\": \"71.5243\", \"2.6449\": \"3.3483\", \"0.3918\": \"0.3686\", \"0.1982\": \"0.2226\", \"27.7004\": \"-174.906\", \"22.011\": \"-149.21\", \"-8.2027\": \"105.178\", \"40.092\": \"72.373\", \"81.8828\": \"450.349\", \"g\": \"h\", \"z_score\": 5.037983029885768}, {\"28.7967\": \"184.7094\", \"16.0021\": \"108.3136\", \"2.6449\": \"3.3591\", \"0.3918\": \"0.1069\", \"0.1982\": \"0.0539\", \"27.7004\": \"-177.7154\", \"22.011\": \"-135.9046\", \"-8.2027\": \"104.9312\", \"40.092\": \"44.1299\", \"81.8828\": \"222.2196\", \"g\": \"h\", \"z_score\": 5.026133225918193}, {\"28.7967\": \"114.176\", \"16.0021\": \"96.2985\", \"2.6449\": \"2.9388\", \"0.3918\": \"0.4571\", \"0.1982\": \"0.3057\", \"27.7004\": \"-49.8439\", \"22.011\": \"-129.515\", \"-8.2027\": \"104.781\", \"40.092\": \"60.221\", \"81.8828\": \"412.636\", \"g\": \"h\", \"z_score\": 5.018921554297732}, {\"28.7967\": \"286.427\", \"16.0021\": \"161.099\", \"2.6449\": \"3.4646\", \"0.3918\": \"0.1365\", \"0.1982\": \"0.0722\", \"27.7004\": \"-313.453\", \"22.011\": \"-136.443\", \"-8.2027\": \"104.738\", \"40.092\": \"87.6742\", \"81.8828\": \"264.825\", \"g\": \"h\", \"z_score\": 5.016856961223965}, {\"28.7967\": \"152.1148\", \"16.0021\": \"111.9084\", \"2.6449\": \"4.2757\", \"0.3918\": \"0.0501\", \"0.1982\": \"0.0478\", \"27.7004\": \"23.3989\", \"22.011\": \"-143.0185\", \"-8.2027\": \"104.2935\", \"40.092\": \"78.333\", \"81.8828\": \"322.8603\", \"g\": \"h\", \"z_score\": 4.995514830496301}, {\"28.7967\": \"155.425\", \"16.0021\": \"130.67\", \"2.6449\": \"4.5364\", \"0.3918\": \"0.038\", \"0.1982\": \"0.0191\", \"27.7004\": \"-101.842\", \"22.011\": \"-109.775\", \"-8.2027\": \"104.014\", \"40.092\": \"71.937\", \"81.8828\": \"277.544\", \"g\": \"h\", \"z_score\": 4.982094975516815}, {\"28.7967\": \"119.172\", \"16.0021\": \"94.3001\", \"2.6449\": \"3.9317\", \"0.3918\": \"0.1039\", \"0.1982\": \"0.056\", \"27.7004\": \"75.5529\", \"22.011\": \"85.3633\", \"-8.2027\": \"103.814\", \"40.092\": \"68.0049\", \"81.8828\": \"376.622\", \"g\": \"h\", \"z_score\": 4.972492217034176}, {\"28.7967\": \"243.7113\", \"16.0021\": \"117.4906\", \"2.6449\": \"3.566\", \"0.3918\": \"0.1051\", \"0.1982\": \"0.0579\", \"27.7004\": \"-257.9786\", \"22.011\": \"-133.1468\", \"-8.2027\": \"103.3178\", \"40.092\": \"30.7446\", \"81.8828\": \"120.3981\", \"g\": \"h\", \"z_score\": 4.948667773238752}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 45.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..59841dafa12d0addeddbc03ba0b5c5037e428019 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:40:57.125104+00:00", + "ended_at": "2026-05-04T09:41:22.752324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_16c8394a75026e53", + "problem_id": "v2p_n11_7a5989d3b6ada75f", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_16c8394a75026e53.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_16c8394a75026e53", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 460, + "total_tokens": 22946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 282, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25534.8, + "sql_execution_elapsed_ms_total": 45.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_16c8394a75026e53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e4a234021da3c105639402d5f8d911083c560f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:41:22.685021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25534.8, "started_at": "2026-05-04T09:40:57.129701+00:00", "ended_at": "2026-05-04T09:41:22.664937+00:00", "prompt_metrics": {"chars": 7332, "bytes_utf8": 7332, "lines": 226, "estimated_tokens": 2395}, "response_metrics": {"chars": 830, "bytes_utf8": 830, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 460}, "stderr_preview": "2026-05-04T09:41:00.661714Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:41:03.131891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\",\"notes\":\"Used the requested template with measure_col bound to \\\"-8.2027\\\" and replaced unsupported SQLite STDDEV with SQRT(E[x^2] - E[x]^2). Casts to REAL are included because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e726e208c7b55f2885c6ff3757c3a86b07b36475 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_16c8394a75026e53/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_16c8394a75026e53", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 460, + "total_tokens": 22946, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 282, + "estimated_total_tokens": 2677, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25534.8, + "sql_execution_elapsed_ms_total": 45.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_16c8394a75026e53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5db3725c000486dd7e8ccb07f8ea21992e6d27a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7351, "bytes_utf8": 7351, "lines": 232, "estimated_tokens": 2391}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa4cbd52088f56644df32a6fb3687223e666ca99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1a29dbd3a931787c", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 22700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13710.13, + "sql_execution_elapsed_ms_total": 12.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1a29dbd3a931787c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c3faddc24696ceadc8fb6aff48b1acc0cb0e0761 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:16.798139+00:00", + "ended_at": "2026-05-04T09:22:30.508242+00:00", + "elapsed_ms": 13710.13, + "prompt_metrics": { + "chars": 7351, + "bytes_utf8": 7351, + "lines": 232, + "estimated_tokens": 2391 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e642c310c7ccae39771c5f571458b3ba57a5ab11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..217c268f13fc445eba3352fb84cd2396c86b2898 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-a501-7882-a3b1-a2dd2f496a26"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", and predicate_col=\\\"2.6449\\\". Cast text-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aef2086048f4a877769d80d105fafac6a3585b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required template with group_col=\"g\", measure_col=\"27.7004\", and predicate_col=\"2.6449\". Cast text-typed numeric columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..190a6625721321476e1cc78a9bff278d69a0e3cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:17.037052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:19.364924Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:29.949723Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4ea607ea8de6f9380a2ef451096a722d0a75f86 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 13762.4668}, {"g": "h", "total_measure": -112714.0736}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19f0097321ae417c30b4b6ee708d85410b02c208 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_1a29dbd3a931787c +-- problem_id: v2p_n11_5ed92ddfb2416ad9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..980ef086d468c1c2e783d945caf279e5b5337f0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 13762.4668}, {\"g\": \"h\", \"total_measure\": -112714.0736}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.35}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..73ceeb9961e6d7d9bfb19fbcd41df43af293a178 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:22:16.793666+00:00", + "ended_at": "2026-05-04T09:22:30.548608+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1a29dbd3a931787c", + "problem_id": "v2p_n11_5ed92ddfb2416ad9", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1a29dbd3a931787c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1a29dbd3a931787c", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 22700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13710.13, + "sql_execution_elapsed_ms_total": 12.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1a29dbd3a931787c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97c74849542ba82b6b1a81b4983af2d3fc7fb6c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:30.526524+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13710.13, "started_at": "2026-05-04T09:22:16.798139+00:00", "ended_at": "2026-05-04T09:22:30.508242+00:00", "prompt_metrics": {"chars": 7351, "bytes_utf8": 7351, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 220}, "stderr_preview": "2026-05-04T09:22:17.037052Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:19.364924Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", and predicate_col=\\\"2.6449\\\". Cast text-typed numeric columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf93de83cc092837ccccac507567f267b750f012 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1a29dbd3a931787c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1a29dbd3a931787c", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 22700, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2514, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13710.13, + "sql_execution_elapsed_ms_total": 12.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1a29dbd3a931787c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0592de2b5924fadeaf3d8482f4f330aed8c9c6a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 250}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7c7a09171b09a9871df1abafe9ae0fc3b94b6ca0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1ab2f0f1cab0085f", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 250, + "total_tokens": 22731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12634.76, + "sql_execution_elapsed_ms_total": 12.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1ab2f0f1cab0085f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3fe82fc591b846861655ad7be4f79edc32b8b3f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:30.076378+00:00", + "ended_at": "2026-05-04T09:24:42.711264+00:00", + "elapsed_ms": 12634.76, + "prompt_metrics": { + "chars": 7350, + "bytes_utf8": 7350, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 870, + "bytes_utf8": 870, + "lines": 4, + "estimated_tokens": 266 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 532, + "bytes_utf8": 532, + "lines": 1, + "estimated_tokens": 149 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 250 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a74d93151e4a0ce00cd55cbf2ae167226a17fb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae7c8559d41c411992e239dd43fee11ed8024649 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-adb2-7dc3-a1e9-225d70a8cee9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned Top-k Group Sum with Filter template with fixed bindings for group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, and top_k=11. Cast TEXT numeric fields to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":250}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4182cd2883269209c32fa54a829b909a564479d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the planned Top-k Group Sum with Filter template with fixed bindings for group_col=\"g\", measure_col=\"16.0021\", predicate_col=\"0.1982\", predicate_op=\">=\", predicate_value=0.28525, and top_k=11. Cast TEXT numeric fields to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..57380df3c7053fedee49979e9f30eeb92f4aac6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:30.301491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:32.648658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:42.090419Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..755fa6de394fef9215c91422ad0a2bd989c60956 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "total_measure": 31387.8543}, {"g": "h", "total_measure": 19370.2242}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df202b8e3807bb63803ec0db130ea0ea5ff40850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_1ab2f0f1cab0085f +-- problem_id: v2p_n11_d152e96626c6976e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcea030bb880c2d3281f01b02aee9b24fe4a8130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 31387.8543}, {\"g\": \"h\", \"total_measure\": 19370.2242}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b8bb4abcbb542fb0603a5e82af765f3bf609953 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:24:30.072696+00:00", + "ended_at": "2026-05-04T09:24:42.759193+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1ab2f0f1cab0085f", + "problem_id": "v2p_n11_d152e96626c6976e", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1ab2f0f1cab0085f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1ab2f0f1cab0085f", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 250, + "total_tokens": 22731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12634.76, + "sql_execution_elapsed_ms_total": 12.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1ab2f0f1cab0085f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4ba25bbafdd9bf0073080e78c9dae2b11fc66ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:42.734965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12634.76, "started_at": "2026-05-04T09:24:30.076378+00:00", "ended_at": "2026-05-04T09:24:42.711264+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 532, "bytes_utf8": 532, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 250}, "stderr_preview": "2026-05-04T09:24:30.301491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:32.648658Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the planned Top-k Group Sum with Filter template with fixed bindings for group_col=\\\"g\\\", measure_col=\\\"16.0021\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, and top_k=11. Cast TEXT numeric fields to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..edbb274daa6a331820099ae538e7796c074964ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1ab2f0f1cab0085f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1ab2f0f1cab0085f", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 250, + "total_tokens": 22731, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12634.76, + "sql_execution_elapsed_ms_total": 12.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1ab2f0f1cab0085f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00aaae86ac91b57ce40eebfb368cb891c3d87b6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_1b9e351363000070 +-- problem_id: v2p_n11_e7e343e05e8a39ca +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc1af7e54a88c8d311e4b9d9f04a6e451f1c25b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_1b9e351363000070\n-- problem_id: v2p_n11_e7e343e05e8a39ca\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_1b9e351363000070\\n-- problem_id: v2p_n11_e7e343e05e8a39ca\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd8050513fef8125be808b6dfdec0109c11af507 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.359176+00:00", + "ended_at": "2026-05-04T09:41:39.386100+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1b9e351363000070", + "problem_id": "v2p_n11_e7e343e05e8a39ca", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=35", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 35, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1b9e351363000070.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1b9e351363000070/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a96b30b4ac817dd231dab16c1444d769ee368ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7208, "bytes_utf8": 7208, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ce9877cf79391830c681aff95caeb6f05a8654d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1db970219d2f536a", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12186.47, + "sql_execution_elapsed_ms_total": 13.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1db970219d2f536a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c595a163e8a97565dbaae011649bcf04e6ffc703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:16.810625+00:00", + "ended_at": "2026-05-04T09:18:28.997030+00:00", + "elapsed_ms": 12186.47, + "prompt_metrics": { + "chars": 7208, + "bytes_utf8": 7208, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 694, + "bytes_utf8": 694, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13247 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bf9d4af3a385ae06ddf6b5d36b7a35ad914fc82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1358cc0de8c395bbfee66309a2f7c884f2ad29f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-fb94-7293-9994-0ae7ed103868"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.3918\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the specified template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast measure values to REAL because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ca179a7b3efecb41056f08f44224ca3085c70f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.3918\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the specified template with group_col=\"g\" and measure_col=\"0.3918\". Cast measure values to REAL because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d16f015b993d4eb1169435ea9fb33c84110ad756 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:17.040493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:19.376381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:27.798162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfd2b7dce608c4624d1b0e0a3e7289281dcfac4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "avg_measure": 0.383640150839348, "support": 12331}, {"g": "h", "avg_measure": 0.37421686602870813, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c60487ffbe2c06b3c68a3c646a8820cbe484241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_1db970219d2f536a +-- problem_id: v2p_n11_eb9f3788238b4dcb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.3918" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c29bb2a8efe4b41a8b301ea68a1703588980821 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.3918\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.3918\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.383640150839348, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 0.37421686602870813, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4d05cf899a375fa291a37a7213f7ed5395765c27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:18:16.803881+00:00", + "ended_at": "2026-05-04T09:18:29.035980+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1db970219d2f536a", + "problem_id": "v2p_n11_eb9f3788238b4dcb", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1db970219d2f536a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1db970219d2f536a", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12186.47, + "sql_execution_elapsed_ms_total": 13.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1db970219d2f536a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b215b8915cc48189f87d7a05f8c4decbcde19b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:29.014824+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12186.47, "started_at": "2026-05-04T09:18:16.810625+00:00", "ended_at": "2026-05-04T09:18:28.997030+00:00", "prompt_metrics": {"chars": 7208, "bytes_utf8": 7208, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T09:18:17.040493Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:19.376381Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the specified template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". Cast measure values to REAL because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38a536ec8d804c3e61b9e3e2ef6ad4368b954461 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1db970219d2f536a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1db970219d2f536a", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12186.47, + "sql_execution_elapsed_ms_total": 13.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1db970219d2f536a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..267f2c937f1018157877075f3ac75013f88edc5f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": 2352}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59d6bb837cce6d4a8c0bd8137a77be10a5acde30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1eb6893a30ef14da", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 22610, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2476, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13642.83, + "sql_execution_elapsed_ms_total": 16.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1eb6893a30ef14da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7e6d640ced11a1e2bb6a69c2681acf5e70bd5398 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:01.504567+00:00", + "ended_at": "2026-05-04T09:36:15.142802+00:00", + "elapsed_ms": 13642.83, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 228, + "estimated_tokens": 2352 + }, + "stdout_metrics": { + "chars": 768, + "bytes_utf8": 768, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 438, + "bytes_utf8": 438, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ff67592834b5f2c9536096a5dc263ddfddf5d6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1085094e7dda712632b70a0a7f47cc0f74893474 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-3a71-7012-930c-d36f7d9e7dec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"28.7967\\\" AS REAL)) > 70.12685\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Casted the measure column to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22441,"cached_input_tokens":21888,"output_tokens":169}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f0a607c0654f03c53cc490e688bb34b60e399c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"28.7967\" AS REAL)) > 70.12685\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"28.7967\". Casted the measure column to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b61e8e812896529808612d98c7a4b07d6c332006 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:01.710495Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:04.024081Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:14.439067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8d1befce4366db376e300456d1c9a0729228269 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 538318.9745}, {"g": "h", "total_measure": 474470.1565}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5e16bb1f8a69e27783880ff66acbefadb402164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_1eb6893a30ef14da +-- problem_id: v2p_n11_b0d46ae42cd37011 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("28.7967" AS REAL)) > 70.12685 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a86a5faa58ee289f34061c3ca8c1932d7f1a7996 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"28.7967\" AS REAL)) > 70.12685\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"28.7967\\\" AS REAL)) > 70.12685\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 538318.9745}, {\"g\": \"h\", \"total_measure\": 474470.1565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.17}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f39bff642321f451940c37168750d58d6aed5d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:36:01.495763+00:00", + "ended_at": "2026-05-04T09:36:15.195138+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1eb6893a30ef14da", + "problem_id": "v2p_n11_b0d46ae42cd37011", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1eb6893a30ef14da.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1eb6893a30ef14da", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 22610, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2476, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13642.83, + "sql_execution_elapsed_ms_total": 16.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1eb6893a30ef14da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..507e54df6a4e8e35b68b40e6773f50e9c1feb571 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:15.169680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13642.83, "started_at": "2026-05-04T09:36:01.504567+00:00", "ended_at": "2026-05-04T09:36:15.142802+00:00", "prompt_metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": 2352}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 169}, "stderr_preview": "2026-05-04T09:36:01.710495Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:04.024081Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 70.12685\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Casted the measure column to REAL because the schema stores it as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..081f9a97e27505525f026c5e5ff544de7906b049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1eb6893a30ef14da/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1eb6893a30ef14da", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 22610, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2476, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13642.83, + "sql_execution_elapsed_ms_total": 16.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1eb6893a30ef14da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e7850c61f89aac777463fe127f5a974a0cdbd9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2349}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22438, "cached_input_tokens": 21888, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddfb6373a20569c4043bc05c5308789f61f98062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1f119eccf97b513b", + "api_calls": 0, + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22587, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2349, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12146.36, + "sql_execution_elapsed_ms_total": 13.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1f119eccf97b513b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa154e90e73b6c6a2db6122950d0692f4c480775 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:36.428496+00:00", + "ended_at": "2026-05-04T09:20:48.574889+00:00", + "elapsed_ms": 12146.36, + "prompt_metrics": { + "chars": 7212, + "bytes_utf8": 7212, + "lines": 228, + "estimated_tokens": 2349 + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 387, + "bytes_utf8": 387, + "lines": 1, + "estimated_tokens": 112 + }, + "usage": { + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e72c6cb770c5a4de9e2aa6e8931a8c2c94de2eed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6be011d0c2c9d48002374e949e5e3784a1430d1b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-1cc6-7dd3-b152-c565259727d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Casted \\\"40.092\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22438,"cached_input_tokens":21888,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ed6ba7302dfc5ba1d33cef1b5fa783fe129c2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"40.092\". Casted \"40.092\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..37f07bbdd0a2305ee8e7971a458e0089f7d898d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:36.610088Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:38.913803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:47.913188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..488339069ffb55206b99de21a3766631baee77e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "g", "avg_measure": 18.78258124239721, "support": 12331}, {"g": "h", "avg_measure": 43.985233208732055, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..317827483d7fc643ad129e28bd897a85c4fd190e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_1f119eccf97b513b +-- problem_id: v2p_n11_941f1da79536a495 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da0ffe12735e997b10faec0ce3d8b5212d511361 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 18.78258124239721, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 43.985233208732055, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db594f78a2cf08c6ffb4a795d59f05baac836bfd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:20:36.424139+00:00", + "ended_at": "2026-05-04T09:20:48.614446+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_1f119eccf97b513b", + "problem_id": "v2p_n11_941f1da79536a495", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_1f119eccf97b513b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1f119eccf97b513b", + "api_calls": 0, + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22587, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2349, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12146.36, + "sql_execution_elapsed_ms_total": 13.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1f119eccf97b513b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3a9a48cc5f74e8d3d2edf55d40978d7897c56fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:48.593590+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12146.36, "started_at": "2026-05-04T09:20:36.428496+00:00", "ended_at": "2026-05-04T09:20:48.574889+00:00", "prompt_metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2349}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22438, "cached_input_tokens": 21888, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:20:36.610088Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:38.913803Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Casted \\\"40.092\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fefd67a0828444b836413ed5f3a4ee045d3b9bd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_1f119eccf97b513b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_1f119eccf97b513b", + "api_calls": 0, + "input_tokens": 22438, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22587, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2349, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12146.36, + "sql_execution_elapsed_ms_total": 13.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_1f119eccf97b513b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..23aa1e5d3ca5ac5f367f9c1801ae9d77ddbd6053 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f37939ff65e57d0fa6b52282b7b0f11cd932c971 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_21ac402f1c9cc2f3", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2516, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10846.97, + "sql_execution_elapsed_ms_total": 12.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_21ac402f1c9cc2f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..84f105a7f6647670e46fa53640fbd6b158e70d7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:42.892451+00:00", + "ended_at": "2026-05-04T09:23:53.739393+00:00", + "elapsed_ms": 10846.97, + "prompt_metrics": { + "chars": 7350, + "bytes_utf8": 7350, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b8f41cf11a637eea550051b85fbf9ab453bd25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da1e6ee19e659f4b3eaeac9bcce7a7f934b1d009 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-f529-7a40-b01e-5a1bc3959c16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"g\\\", measure_col=\\\"81.8828\\\", predicate_col=\\\"2.6449\\\". Casted TEXT columns to REAL for numeric filtering and aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b0920998690bec9d65b2a7e112c95072d38013c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required template with bound roles: group_col=\"g\", measure_col=\"81.8828\", predicate_col=\"2.6449\". Casted TEXT columns to REAL for numeric filtering and aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f93efc16d0b1d660fa586ab5c44a4a5a2e95b68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:43.089863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:45.498273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:52.953476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..869538a0ed03c75e99304ae8f191f8e178c35ab5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "g", "total_measure": 677002.2642}, {"g": "h", "total_measure": 487447.3088}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..32ad8e0896c79be72da2afbc9ca7fa080bf45b0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_21ac402f1c9cc2f3 +-- problem_id: v2p_n11_c5e6a9858e9b8478 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..626c03601971a7e6533cecfe23374f75d5c8e231 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"2.6449\" AS REAL) >= 3.1016\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"2.6449\\\" AS REAL) >= 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 677002.2642}, {\"g\": \"h\", \"total_measure\": 487447.3088}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a66b8ab3b43dec54335f60ab850eaa6ee1b295a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:23:42.885880+00:00", + "ended_at": "2026-05-04T09:23:53.782241+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_21ac402f1c9cc2f3", + "problem_id": "v2p_n11_c5e6a9858e9b8478", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "2.6449", + "predicate_op": ">=", + "predicate_value": 3.1016, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_21ac402f1c9cc2f3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_21ac402f1c9cc2f3", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2516, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10846.97, + "sql_execution_elapsed_ms_total": 12.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_21ac402f1c9cc2f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f445ed175d677bff6582b6d7391a30a115d9cde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:53.759717+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10846.97, "started_at": "2026-05-04T09:23:42.892451+00:00", "ended_at": "2026-05-04T09:23:53.739393+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:23:43.089863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:45.498273Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.1016\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"g\\\", measure_col=\\\"81.8828\\\", predicate_col=\\\"2.6449\\\". Casted TEXT columns to REAL for numeric filtering and aggregation in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..204d353b7c95cd37f8abbb4ee1741224d12a4e7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_21ac402f1c9cc2f3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_21ac402f1c9cc2f3", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22644, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2516, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10846.97, + "sql_execution_elapsed_ms_total": 12.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_21ac402f1c9cc2f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..58a563a02c41bdb528d7e09ff22d2827972b0236 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7554, "bytes_utf8": 7554, "lines": 233, "estimated_tokens": 2416}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1105, "bytes_utf8": 1105, "lines": 1, "estimated_tokens": 333}, "usage": {"input_tokens": 22507, "cached_input_tokens": 21888, "output_tokens": 529}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8541, "bytes_utf8": 8541, "lines": 237, "estimated_tokens": 2723}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 992, "bytes_utf8": 992, "lines": 1, "estimated_tokens": 314}, "usage": {"input_tokens": 22814, "cached_input_tokens": 19840, "output_tokens": 588}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49a6ccc7ed902b2fa180bc38debb0f1727fb3ba9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2294edd4abd49618", + "api_calls": 0, + "input_tokens": 45321, + "cached_input_tokens": 41728, + "output_tokens": 1117, + "total_tokens": 46438, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5139, + "estimated_output_tokens": 647, + "estimated_total_tokens": 5786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38181.8, + "sql_execution_elapsed_ms_total": 33.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2294edd4abd49618\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff01b7c40bf3059f0293ac11f53c3ddfdede057e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:30.491784+00:00", + "ended_at": "2026-05-04T09:09:48.358477+00:00", + "elapsed_ms": 17866.3, + "prompt_metrics": { + "chars": 7554, + "bytes_utf8": 7554, + "lines": 233, + "estimated_tokens": 2416 + }, + "stdout_metrics": { + "chars": 1574, + "bytes_utf8": 1574, + "lines": 4, + "estimated_tokens": 527 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13251 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1105, + "bytes_utf8": 1105, + "lines": 1, + "estimated_tokens": 333 + }, + "usage": { + "input_tokens": 22507, + "cached_input_tokens": 21888, + "output_tokens": 529 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7456deedd61c38ba9e27a8bbae6cd90e7f95381a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:09:48.380930+00:00", + "ended_at": "2026-05-04T09:10:08.691935+00:00", + "elapsed_ms": 20315.5, + "prompt_metrics": { + "chars": 8541, + "bytes_utf8": 8541, + "lines": 237, + "estimated_tokens": 2723 + }, + "stdout_metrics": { + "chars": 1457, + "bytes_utf8": 1457, + "lines": 4, + "estimated_tokens": 507 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13163 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 992, + "bytes_utf8": 992, + "lines": 1, + "estimated_tokens": 314 + }, + "usage": { + "input_tokens": 22814, + "cached_input_tokens": 19840, + "output_tokens": 588 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a616cf55d7cc58b2bc9e369aaf4affe831116107 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb33374c8fedab8018247160919deda881f0a4f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"picked\"\n ON \"groups\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f84bfbf71735cf2c955466696495123035a1b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-f377-7b03-b4a6-9690184e07e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"picked\\\".\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"picked\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. Column \\\"22.011\\\" is stored as TEXT in the snapshot, so it is CAST to REAL before ordering and returning the percentile value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22507,"cached_input_tokens":21888,"output_tokens":529}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0b11306646379a7bc0fc6e711d97bf2a20d3ee1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"picked\"\n ON \"groups\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile emulation with window functions. Column \"22.011\" is stored as TEXT in the snapshot, so it is CAST to REAL before ordering and returning the percentile value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..33d08fcbbc1ff0edbef441f584279c80649501ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-397c-7f73-bc73-fe1b4b4735b6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"picked\\\".\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"picked\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST((0.9 * cnt) + 0.999999999 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22814,"cached_input_tokens":19840,"output_tokens":588}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f00ca4659217d5c3220b453c5ebf135b3e940e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"picked\"\n ON \"groups\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST((0.9 * cnt) + 0.999999999 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..185ac1d0a357013fb9e3170e678d683f4e0a0400 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:30.691649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:33.170093Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:47.498312Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..154d5f67636cbe83f9522be0cbc08a147336f086 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:09:48.621685Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:51.124526Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:08.012054Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..00d6f2adc1462b283fdf2e59b395330f5603176e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 72.3215}, {"g": "g", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfa9cc7584d4bb9c67224f0116610ca94b76c641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_2294edd4abd49618 +-- problem_id: v2p_n11_0ae5114235ac1328 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"ranked" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'h' + AND "22.011" IS NOT NULL +), +"picked" AS ( + SELECT + "group_col", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "groups"."g", + "picked"."measure_value" AS "conditional_percentile" +FROM "groups" +LEFT JOIN "picked" + ON "groups"."g" = "picked"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b8353ab908fe24e792c14c8184d77aa0355751e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"22.011\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"picked\".\"measure_value\" AS \"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"picked\"\n ON \"groups\".\"g\" = \"picked\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"picked\\\".\\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"picked\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"picked\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 72.3215}, {\"g\": \"g\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..86f5fb089b4c562d28f38b591e07b35e584af005 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:09:30.486548+00:00", + "ended_at": "2026-05-04T09:10:08.757391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2294edd4abd49618", + "problem_id": "v2p_n11_0ae5114235ac1328", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_2294edd4abd49618.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2294edd4abd49618", + "api_calls": 0, + "input_tokens": 45321, + "cached_input_tokens": 41728, + "output_tokens": 1117, + "total_tokens": 46438, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5139, + "estimated_output_tokens": 647, + "estimated_total_tokens": 5786, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38181.8, + "sql_execution_elapsed_ms_total": 33.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2294edd4abd49618\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e52018e8806830164e2833b632f159988aab017b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2294edd4abd49618/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:09:48.377953+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17866.3, "started_at": "2026-05-04T09:09:30.491784+00:00", "ended_at": "2026-05-04T09:09:48.358477+00:00", "prompt_metrics": {"chars": 7554, "bytes_utf8": 7554, "lines": 233, "estimated_tokens": 2416}, "response_metrics": {"chars": 1105, "bytes_utf8": 1105, "lines": 1, "estimated_tokens": 333}, "usage": {"input_tokens": 22507, "cached_input_tokens": 21888, "output_tokens": 529}, "stderr_preview": "2026-05-04T09:09:30.691649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:33.170093Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e39e7aed21b7ae007097eee3b47ee60b19aae5e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_22dc5fdb7ea59282\n-- problem_id: v2p_n11_25296b6e3f948a99\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_22dc5fdb7ea59282\\n-- problem_id: v2p_n11_25296b6e3f948a99\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 2.1819932203389834}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 2.2176416666666667}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 2.19705}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7769df0cd2d7b500f70f7c5ab0d4fdcbeab7f164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.105319+00:00", + "ended_at": "2026-05-04T09:41:39.133694+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_22dc5fdb7ea59282", + "problem_id": "v2p_n11_25296b6e3f948a99", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_22dc5fdb7ea59282.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_22dc5fdb7ea59282/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5715361cdbc4d0d123c54543c185e568d838e0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..830c835f795f397bc5bb7d30f50fba1136d3eba2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_233ba9f1ecf1768e", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11095.82, + "sql_execution_elapsed_ms_total": 11.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_233ba9f1ecf1768e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..070f363fad7c39c36585b421743cbdf22b71e305 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:57.561035+00:00", + "ended_at": "2026-05-04T09:02:08.656509+00:00", + "elapsed_ms": 11095.82, + "prompt_metrics": { + "chars": 7297, + "bytes_utf8": 7297, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 670, + "bytes_utf8": 670, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 345, + "bytes_utf8": 345, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0796fd89b6599bce97ad22165bf4b2e98bd0039 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f27062584e84c66c79661d5f133268d3f01ddfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-0a44-7011-977a-1fa51aaa9746"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", comparing against condition_value='h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a02532e3bd0f8edbe42de2e51efe164405942c27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", comparing against condition_value='h'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ee9c37b0a305f816c179827c6d68fb16323184 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:57.785895Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:00.184894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:07.858379Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1459a01712e46eba9eb6fc93a3c5e37bc2e86c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c41bb55bc3dc8155ee125076cc7c878a9be00cb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_233ba9f1ecf1768e +-- problem_id: v2p_n11_9c64ee6a5e3f5cb2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ebca1546720e8a15ee15da645f9c5d4534d9cb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c3a784d05cd13c9d9a2fcdebab193ae8aa208fb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:01:57.554047+00:00", + "ended_at": "2026-05-04T09:02:08.693396+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_233ba9f1ecf1768e", + "problem_id": "v2p_n11_9c64ee6a5e3f5cb2", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_233ba9f1ecf1768e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_233ba9f1ecf1768e", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22606, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11095.82, + "sql_execution_elapsed_ms_total": 11.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_233ba9f1ecf1768e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..31a193652281e8c56756d84c01c1cdcc9af6b701 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_233ba9f1ecf1768e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:08.674192+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11095.82, "started_at": "2026-05-04T09:01:57.561035+00:00", "ended_at": "2026-05-04T09:02:08.656509+00:00", "prompt_metrics": {"chars": 7297, "bytes_utf8": 7297, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 345, "bytes_utf8": 345, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:01:57.785895Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:00.184894Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..37bdb56ab22934aa43dcdd07975e94c659851423 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-0bb0-7193-a754-67b9615bd562"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"27.7004\\\" and threshold fixed at 24.06035. Casted the TEXT column to REAL for a numeric comparison in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9cafd65d4e8a55f23da8f2b8887041c3f25c00a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"27.7004\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"27.7004\" and threshold fixed at 24.06035. Casted the TEXT column to REAL for a numeric comparison in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..752ae86913b8d6829841adc52f4075732a0d1245 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:49.732923Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:52.025584Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:00.389167Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..24eff37bd3cc229054a4feb89a517d71ac5017e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14bf6654ea392c13ea980682867ca80a7f7d068b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_25465030e74246b4 +-- problem_id: v2p_n11_651894cb70c92d07 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("27.7004" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e202478664f42feaa89b7de6fdaea1f7fe136e81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"27.7004\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"27.7004\\\" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.2}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b128f8493c64fd149274488576332c110d98f67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:35:49.524910+00:00", + "ended_at": "2026-05-04T09:36:01.490315+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_25465030e74246b4", + "problem_id": "v2p_n11_651894cb70c92d07", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_25465030e74246b4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_25465030e74246b4", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 120, + "total_tokens": 22508, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2403, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11902.38, + "sql_execution_elapsed_ms_total": 13.2, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_25465030e74246b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f3d1772568075b38c0817347dca0688239b1f6cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_25465030e74246b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:01.463080+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11902.38, "started_at": "2026-05-04T09:35:49.529548+00:00", "ended_at": "2026-05-04T09:36:01.425574+00:00", "prompt_metrics": {"chars": 7018, "bytes_utf8": 7018, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 120}, "stderr_preview": "2026-05-04T09:35:49.732923Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:52.025584Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdbd0efcc61465a6a7d1cb602b25b07900157c3a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-e5d5-7853-8070-e3c75739c3bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.1982\\\" AS REAL)) > 0.28525\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22441,"cached_input_tokens":21888,"output_tokens":175}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44558f69923b612f15e5c65c2535568b3c930e77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.1982\" AS REAL)) > 0.28525\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"0.1982\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c99208a02cf74acb9b7fd22f51234a1bc3f143b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:51.139414Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:53.899453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:03.153610Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc8189117a3516e35746529ebe771d10f39b8579 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 2651.7681}, {"g": "h", "total_measure": 1430.8124}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cff7715b198e52a5364f09bf2017f46cc8d0ab58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_272f001b81a07d96 +-- problem_id: v2p_n11_422dd92543589069 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.1982" AS REAL)) > 0.28525 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8562c5417d9c8e225e32b79b7479652b1c91da3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.1982\" AS REAL)) > 0.28525\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.1982\\\" AS REAL)) > 0.28525\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2651.7681}, {\"g\": \"h\", \"total_measure\": 1430.8124}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f85af8ec211f11879765a1199cf68e75ac725d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:37:50.910644+00:00", + "ended_at": "2026-05-04T09:38:03.822145+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_272f001b81a07d96", + "problem_id": "v2p_n11_422dd92543589069", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_272f001b81a07d96.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_272f001b81a07d96", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 175, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2476, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12866.95, + "sql_execution_elapsed_ms_total": 14.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_272f001b81a07d96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..462fe6fb138ec0c299908180b6260be30313d75c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:38:03.800174+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12866.95, "started_at": "2026-05-04T09:37:50.914161+00:00", "ended_at": "2026-05-04T09:38:03.779648+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_tokens": 2352}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 175}, "stderr_preview": "2026-05-04T09:37:51.139414Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:53.899453Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.28525\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..94db0b9d65f72287ec4682cbe1c1f30e0942025d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_272f001b81a07d96/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_272f001b81a07d96", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 175, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2476, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12866.95, + "sql_execution_elapsed_ms_total": 14.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_272f001b81a07d96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a62c7d9a093a827dc8586cb1473da6ddd2b52748 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9a2fc0c98571a05ea3b793798306a8eaf9b4931 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2cff4b6a64a322d5", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 22631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12669.07, + "sql_execution_elapsed_ms_total": 14.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2cff4b6a64a322d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47ebbfd23ebf93326f4c254c84c8c201ca4150a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:37:38.195925+00:00", + "ended_at": "2026-05-04T09:37:50.862047+00:00", + "elapsed_ms": 12669.07, + "prompt_metrics": { + "chars": 7233, + "bytes_utf8": 7233, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 760, + "bytes_utf8": 760, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 430, + "bytes_utf8": 430, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22c014d9cfe71d2deec203df58ad4e10a934da43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a26c93b633182e773dbe71a1e91811f0458c9ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-b420-7e81-a1d3-564835e4b578"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.4424\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is used because the schema stores this measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b9766b0b3ab3cd3521f4bf66de9e101e24019bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.3918\" AS REAL)) > 0.4424\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the required Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"0.3918\". CAST to REAL is used because the schema stores this measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e7197dd43b5ef6e4e931635a7a139be64ea9e63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:38.391146Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:41.096313Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:50.228218Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd385f7619793ad2d4d819c17ac9b9e4a4eba19 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "total_measure": 4730.6667}, {"g": "h", "total_measure": 2502.7624}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..93b5470841e98c5d1bbc29daed5a174f141f2b1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_2cff4b6a64a322d5 +-- problem_id: v2p_n11_1d425ac89ed4307a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.3918" AS REAL)) > 0.4424 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60d04506ef0c617d8b11b3f0a226fdba863f55e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.3918\" AS REAL)) > 0.4424\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.3918\\\" AS REAL)) > 0.4424\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 4730.6667}, {\"g\": \"h\", \"total_measure\": 2502.7624}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d59fe5edbf84c9020dbb284b9a617499a0ee4a8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:37:38.191737+00:00", + "ended_at": "2026-05-04T09:37:50.907582+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2cff4b6a64a322d5", + "problem_id": "v2p_n11_1d425ac89ed4307a", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_2cff4b6a64a322d5.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2cff4b6a64a322d5", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 22631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12669.07, + "sql_execution_elapsed_ms_total": 14.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2cff4b6a64a322d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ba3a7b5adbe8aae05fd33e31e64e80f6e55b063 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:50.884739+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12669.07, "started_at": "2026-05-04T09:37:38.195925+00:00", "ended_at": "2026-05-04T09:37:50.862047+00:00", "prompt_metrics": {"chars": 7233, "bytes_utf8": 7233, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:37:38.391146Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:41.096313Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.4424\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"0.3918\\\". CAST to REAL is used because the schema stores this measure column as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..37c8d8511df8bfe2f46fe1c9f4dec156b76c2543 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2cff4b6a64a322d5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2cff4b6a64a322d5", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 22631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12669.07, + "sql_execution_elapsed_ms_total": 14.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2cff4b6a64a322d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..369969ead28b9c5abb9a0c5903b30ca40bc2d095 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7352, "bytes_utf8": 7352, "lines": 232, "estimated_tokens": 2390}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d4dfccc5d84434a1defd3c5de1453fa72b01cd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e732655fc31cfbd", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.04, + "sql_execution_elapsed_ms_total": 12.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2e732655fc31cfbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48bbf5c3911902b822c1356baf5dd6bc55dc9982 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:30.714397+00:00", + "ended_at": "2026-05-04T09:23:42.840607+00:00", + "elapsed_ms": 12126.04, + "prompt_metrics": { + "chars": 7352, + "bytes_utf8": 7352, + "lines": 232, + "estimated_tokens": 2390 + }, + "stdout_metrics": { + "chars": 791, + "bytes_utf8": 791, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 127 + }, + "usage": { + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a648a9d172d8beebb824899a85ad7029662d2a8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9c691458a1ffae8cb2b1667afa159ab486ef65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-c5a5-7c82-bc65-804af625e598"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"40.092\\\", and predicate_col=\\\"27.7004\\\". Cast text-typed numeric fields to REAL for SQLite-compatible filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebbf14f43ef00a64ab53ab872364d4d7d2dddfb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"27.7004\" AS REAL) >= 24.06035\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required Top-k Group Sum with Filter template with group_col=\"g\", measure_col=\"40.092\", and predicate_col=\"27.7004\". Cast text-typed numeric fields to REAL for SQLite-compatible filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..411c4863c291ea74db8513b1bda1e75bc10e990c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:30.925463Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:33.278269Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:42.184404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dbf8eac7c1fcca95688aa2571840c4a685a4bb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "total_measure": 68991.6939}, {"g": "g", "total_measure": 36531.2362}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a22d0fdd7b5c57fc93ec5debda2a503ca116baa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_2e732655fc31cfbd +-- problem_id: v2p_n11_6426e7ebd4d31ff0 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("27.7004" AS REAL) >= 24.06035 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91f4de6b8116677f7163fe0af11f9972fe5bd784 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"27.7004\" AS REAL) >= 24.06035\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"27.7004\\\" AS REAL) >= 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 68991.6939}, {\"g\": \"g\", \"total_measure\": 36531.2362}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1c64010e2f8e13478af533dbd05dd491a06bda3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:23:30.708684+00:00", + "ended_at": "2026-05-04T09:23:42.883080+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2e732655fc31cfbd", + "problem_id": "v2p_n11_6426e7ebd4d31ff0", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "27.7004", + "predicate_op": ">=", + "predicate_value": 24.06035, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_2e732655fc31cfbd.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e732655fc31cfbd", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.04, + "sql_execution_elapsed_ms_total": 12.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2e732655fc31cfbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e5a4ef588c42f10f0a161d8341e7138c4839b713 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:42.861164+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12126.04, "started_at": "2026-05-04T09:23:30.714397+00:00", "ended_at": "2026-05-04T09:23:42.840607+00:00", "prompt_metrics": {"chars": 7352, "bytes_utf8": 7352, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T09:23:30.925463Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:33.278269Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.06035\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"40.092\\\", and predicate_col=\\\"27.7004\\\". Cast text-typed numeric fields to REAL for SQLite-compatible filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc338dfd845c6564d40637e547d33eb56a9e8630 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e732655fc31cfbd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e732655fc31cfbd", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22665, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2517, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.04, + "sql_execution_elapsed_ms_total": 12.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2e732655fc31cfbd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67a95a7889fcf37201bbd05dda28afccd84544c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_tokens": 2350}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dff85d4370b825fbb567acb8f10e786f1fa47830 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e91afa58353383c", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13825.33, + "sql_execution_elapsed_ms_total": 17.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2e91afa58353383c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff7e8cc34fb321d2c00a42d42c4960e1e7097fc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:38:43.860983+00:00", + "ended_at": "2026-05-04T09:38:57.686610+00:00", + "elapsed_ms": 13825.33, + "prompt_metrics": { + "chars": 7232, + "bytes_utf8": 7232, + "lines": 228, + "estimated_tokens": 2350 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 227 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13198 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 415, + "bytes_utf8": 415, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45f817032d267e6649188e0d6016739a7fade8b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2765f3a6e3b5114955dd0a966ca89e0d0f5c634c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-b4b0-7962-a959-61e53361f65a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 35.8441\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast measure_col to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d85478fee4ce36cd921245cc890c1e95a073bb11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"22.011\" AS REAL)) > 35.8441\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"22.011\". Cast measure_col to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c8ceec3d8a6ac50896d2a55b15e94c36414334 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:44.093220Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:46.516348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:56.758335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16f2edd9529ba5d35788686bd4fdcb6411ba1ab6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 219603.6655}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1661c2b07cd8d33352840a31bc908b2e5954535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_2e91afa58353383c +-- problem_id: v2p_n11_ea51a5dfc6372121 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("22.011" AS REAL)) > 35.8441 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af82fa855296dad9b7a5c131f9d61bd963f7ecb8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"22.011\" AS REAL)) > 35.8441\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 35.8441\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 219603.6655}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96c66b6a5d7b015364b999a2d51ac8e080853ed4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:38:43.856944+00:00", + "ended_at": "2026-05-04T09:38:57.736302+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_2e91afa58353383c", + "problem_id": "v2p_n11_ea51a5dfc6372121", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_2e91afa58353383c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e91afa58353383c", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13825.33, + "sql_execution_elapsed_ms_total": 17.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2e91afa58353383c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d76006867d23f4ca28aa6a924cf67def8cab8c3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:38:57.711160+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13825.33, "started_at": "2026-05-04T09:38:43.860983+00:00", "ended_at": "2026-05-04T09:38:57.686610+00:00", "prompt_metrics": {"chars": 7232, "bytes_utf8": 7232, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T09:38:44.093220Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:46.516348Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 35.8441\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast measure_col to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..035741a61bd8b352c053ea7ea501824e54d94afd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_2e91afa58353383c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_2e91afa58353383c", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13825.33, + "sql_execution_elapsed_ms_total": 17.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_2e91afa58353383c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e3ccb9f3ed98b9f63f543f36ea3e009eb6b2fd2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7355, "bytes_utf8": 7355, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..205a901878ad7d76688e38807fe94c0473a17186 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_302907686a88b09b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22640, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11318.6, + "sql_execution_elapsed_ms_total": 11.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_302907686a88b09b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..04df4589b29bf69514794fc99c6cdb15791a7eff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:24:18.711233+00:00", + "ended_at": "2026-05-04T09:24:30.029744+00:00", + "elapsed_ms": 11318.6, + "prompt_metrics": { + "chars": 7355, + "bytes_utf8": 7355, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": 212 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffa6ac79dd250cc446499addd66a4bc77a0cea9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5be6f828c40abec166b3ad45ae0d5eb7eeb283b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-8141-7591-b822-cf47c9964c74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template and bindings exactly, with CAST(... AS REAL) for numeric aggregation/filtering because the schema stores these columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aed45627fcc69d6bc1db9f487e9af3c4d30dcada --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided template and bindings exactly, with CAST(... AS REAL) for numeric aggregation/filtering because the schema stores these columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec0a204ee1c80eadb7b8c1db9fe66cc242bf9528 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:18.952494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:21.320744Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:29.257658Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..738feda811bde4a62e63e17ebb06e4fcf2b68043 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "total_measure": 182406.9504}, {"g": "g", "total_measure": 160479.4202}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d527bc688af9c4d697e57cba46cc86483b53382 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_302907686a88b09b +-- problem_id: v2p_n11_12ea41c779471213 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("-8.2027" AS REAL) >= 10.94705 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f921a3df3f929bf513357321a52333bbc410ed05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 182406.9504}, {\"g\": \"g\", \"total_measure\": 160479.4202}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..880f200b9b3c56f9903579bebc99456f9525b402 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:24:18.707242+00:00", + "ended_at": "2026-05-04T09:24:30.069060+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_302907686a88b09b", + "problem_id": "v2p_n11_12ea41c779471213", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_302907686a88b09b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_302907686a88b09b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22640, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11318.6, + "sql_execution_elapsed_ms_total": 11.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_302907686a88b09b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0f91a39c7b1d85df0b7210fa63e9044757c7f6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:30.048221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11318.6, "started_at": "2026-05-04T09:24:18.711233+00:00", "ended_at": "2026-05-04T09:24:30.029744+00:00", "prompt_metrics": {"chars": 7355, "bytes_utf8": 7355, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T09:24:18.952494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:21.320744Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided template and bindings exactly, with CAST(... AS REAL) for numeric aggregation/filtering because the schema stores these columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e6c98cb94024a861bfa3d735590968571ecced49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_302907686a88b09b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_302907686a88b09b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22640, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11318.6, + "sql_execution_elapsed_ms_total": 11.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_302907686a88b09b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca22208eaeabba2f8ae5696f5eea05fca0257214 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 998, "bytes_utf8": 998, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 425}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06439088549c26c3724270a13e869395229053a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3081aa83f75b7534", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 425, + "total_tokens": 22861, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 297, + "estimated_total_tokens": 2642, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18723.9, + "sql_execution_elapsed_ms_total": 75.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3081aa83f75b7534\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2053d197006c54f45895315d40bcde64d9cd0c25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:30:57.964960+00:00", + "ended_at": "2026-05-04T09:31:16.687821+00:00", + "elapsed_ms": 18723.9, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1419, + "bytes_utf8": 1419, + "lines": 4, + "estimated_tokens": 464 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 998, + "bytes_utf8": 998, + "lines": 1, + "estimated_tokens": 297 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 425 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da0cdeedce2f7f027a59bed1e781c566e211f55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..535b6e09db6f31755f93b1cae284a19d23187888 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-98c7-7f82-a87d-7f6c99924c4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned template roles with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Because SQLite does not support PERCENTILE_CONT and the measure column is stored as TEXT, the query casts to REAL and approximates the 90th percentile per group by selecting the value at CEIL(0.9 * group_size) within each group's ordered rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":425}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f479dc169708d4679c6a466165912a8ac976682 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"16.0021\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999) AS INTEGER)\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned template roles with group_col=\"g\" and measure_col=\"16.0021\". Because SQLite does not support PERCENTILE_CONT and the measure column is stored as TEXT, the query casts to REAL and approximates the 90th percentile per group by selecting the value at CEIL(0.9 * group_size) within each group's ordered rows."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9cabd407149e17ccc0dd320f4ae505fcae7c460 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:58.185248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:00.531754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:15.799452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecf3a38a4bf76f0c5880af34e0a0f6dfaf2636fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "percentile_measure": 67.6058}, {"g": "g", "percentile_measure": 29.4108}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a949e0dbca0cc113cd176a9a5e145554196d82b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_3081aa83f75b7534 +-- problem_id: v2p_n11_3e96e2b77214d0d8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("16.0021" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "16.0021" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999) AS INTEGER) +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c21dad58f2e559f7337d873d7b2ff24814e3813 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"16.0021\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((0.9 * \"cnt\") + 0.999999) AS INTEGER)\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((0.9 * \\\"cnt\\\") + 0.999999) AS INTEGER)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 67.6058}, {\"g\": \"g\", \"percentile_measure\": 29.4108}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 75.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f6f7569487677178865200f8d576d8e210ccf7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:30:57.960881+00:00", + "ended_at": "2026-05-04T09:31:16.794660+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3081aa83f75b7534", + "problem_id": "v2p_n11_3e96e2b77214d0d8", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3081aa83f75b7534.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3081aa83f75b7534", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 425, + "total_tokens": 22861, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 297, + "estimated_total_tokens": 2642, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18723.9, + "sql_execution_elapsed_ms_total": 75.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3081aa83f75b7534\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dfcad586af43fc5d103b6c535be9d96e073ae1f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3081aa83f75b7534/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:16.708472+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18723.9, "started_at": "2026-05-04T09:30:57.964960+00:00", "ended_at": "2026-05-04T09:31:16.687821+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 998, "bytes_utf8": 998, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 425}, "stderr_preview": "2026-05-04T09:30:58.185248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:00.531754Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..424a08422fd62e3f67e87dd3d266e5afbd174e88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-6667-78a3-80b6-77a9b25d6172"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided template exactly with group_col=\\\"g\\\" and condition_col=\\\"g\\\"; uses 'g' as positive_value and 'h' as negative_value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":235}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..781d669f44b6e55d8255698c354752dbe4d4d2ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided template exactly with group_col=\"g\" and condition_col=\"g\"; uses 'g' as positive_value and 'h' as negative_value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc87ce3ac93077edb34770ef7593d6054f4c3869 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:26.952715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:29.401887Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:39.991762Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a93fac3f2d19c4d9a49e8b2108a29b330885246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_309a9718e86e9ac7 +-- problem_id: v2p_n11_29d6ed9d9c7e00b7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7a67418b86ff5f5b4b083f5f3c8b3e992d5e4eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..750ddfddc8cb8489b93ad978d87cfaac4be81718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:03:23.065223+00:00", + "ended_at": "2026-05-04T09:03:40.801427+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_309a9718e86e9ac7", + "problem_id": "v2p_n11_29d6ed9d9c7e00b7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_309a9718e86e9ac7.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_309a9718e86e9ac7", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 235, + "total_tokens": 22835, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 165, + "estimated_total_tokens": 2674, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17682.01, + "sql_execution_elapsed_ms_total": 11.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_309a9718e86e9ac7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c585446630e9df6b65382b6eaef1698dd7c67f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_309a9718e86e9ac7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:40.770103+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17682.01, "started_at": "2026-05-04T09:03:23.070717+00:00", "ended_at": "2026-05-04T09:03:40.752836+00:00", "prompt_metrics": {"chars": 7860, "bytes_utf8": 7860, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 591, "bytes_utf8": 591, "lines": 1, "estimated_tokens": 165}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 235}, "stderr_preview": "2026-05-04T09:03:26.952715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:29.401887Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f77a79c500319407a8fcc51b5330889b224aa0d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,9 @@ +{"type":"thread.started","thread_id":"019df245-53fc-73a1-a7f8-cc4f86da8266"} +{"type":"turn.started"} +{"type":"error","message":"Reconnecting... 2/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 3/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 4/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 5/5 (stream disconnected before completion: tls handshake eof)"} +{"type":"error","message":"Reconnecting... 1/5 (stream disconnected before completion: error sending request for url (https://chatgpt.com/backend-api/codex/responses))"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"g\\\" and only the provided single table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":19840,"output_tokens":95}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92f94bf80376bd716229d616553938613f002e49 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the planned template with group_col bound to \"g\" and only the provided single table/column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de594d172f5052506da6ce64e36b53c4bbdb1260 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,46 @@ +2026-05-04T09:15:23.052098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:28.076835Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T09:15:28.077144Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:28.077505Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T09:15:28.081834Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected before completion: tls handshake eof +2026-05-04T09:15:33.228048Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:33.228910Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 183ms)... +2026-05-04T09:15:38.440235Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:38.441145Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (2/5 in 413ms)... +2026-05-04T09:15:43.878928Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:43.879888Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (3/5 in 775ms)... +2026-05-04T09:15:49.682802Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:49.683785Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (4/5 in 1.546s)... +2026-05-04T09:15:56.254919Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:15:56.255892Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (5/5 in 2.994s)... +2026-05-04T09:16:04.267554Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses +2026-05-04T09:16:04.270166Z WARN codex_core::client: falling back to HTTP +2026-05-04T09:16:32.572051Z WARN codex_core::session::turn: stream disconnected - retrying sampling request (1/5 in 217ms)... +2026-05-04T09:16:41.036478Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c8e6317f853266cc0ae23feb06dc38651e287c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_3138235838bc8985 +-- problem_id: v2p_n11_9569fae3547bfcb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02f5931da0344c3fe6bfd3f972dc38374548fc39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8561dd7377e184b1d298aa1bd3b71aa437a1b7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:15:22.884534+00:00", + "ended_at": "2026-05-04T09:16:41.701867+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3138235838bc8985", + "problem_id": "v2p_n11_9569fae3547bfcb6", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3138235838bc8985.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3138235838bc8985", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 19840, + "output_tokens": 95, + "total_tokens": 22462, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 66, + "estimated_total_tokens": 2342, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 78784.57, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3138235838bc8985\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b64a5f0ceffe51e67816a2471e85dee864e32281 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:16:41.685476+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 78784.57, "started_at": "2026-05-04T09:15:22.888282+00:00", "ended_at": "2026-05-04T09:16:41.673018+00:00", "prompt_metrics": {"chars": 6978, "bytes_utf8": 6978, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 254, "bytes_utf8": 254, "lines": 1, "estimated_tokens": 66}, "usage": {"input_tokens": 22367, "cached_input_tokens": 19840, "output_tokens": 95}, "stderr_preview": "2026-05-04T09:15:23.052098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:28.076835Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: \"https://chatgpt.com/backend-api/wham/apps\", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: \"unexpected EOF during handshake\" }) }))\n2026-05-04T09:15:28.077144Z ERROR codex_api::endpoint::responses_websocket: failed to connect to websocket: IO error: tls handshake eof, url: wss://chatgpt.com/backend-api/codex/responses\n2026-05-04T09:15:28.077505Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T09:15:28.081834Z WARN codex_core::session_startup_prewarm: startup websocket prewarm setup failed: stream disconnected", "stdout_preview": "{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"g\\\" and only the provided single table/column.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5e0c36a2ad49a55b8ce975f3efdecb8b90e15db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3138235838bc8985/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3138235838bc8985", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 19840, + "output_tokens": 95, + "total_tokens": 22462, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 66, + "estimated_total_tokens": 2342, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 78784.57, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3138235838bc8985\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d48a629eed417c74cb6894a2f5cd9b7df105a2f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8614a468d8daf719d510a60592e42cab408d7680 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_32933788fed489a0", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2412, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12029.98, + "sql_execution_elapsed_ms_total": 73.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_32933788fed489a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dcd6ab86a43b0d9a4bd0dbb352c04f39fb1d0077 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:53.201239+00:00", + "ended_at": "2026-05-04T09:06:05.231752+00:00", + "elapsed_ms": 12029.98, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 699, + "bytes_utf8": 699, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 375, + "bytes_utf8": 375, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 192 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08c715adf2752756bb082e34e483531d22b8b3af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..931bc765af4900145b9f362a513b660cb46bdaf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-a2d8-71e3-a1c3-9c76b7588dce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". Cast the measure to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac748a5b3f20ea1b4a52a1a70c2b02b911d4b510 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"g\" and measure_col=\"22.011\". Cast the measure to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0cdcc5a786a90b90828377664aa397ab8b2fcb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:53.480933Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:55.773828Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:04.554223Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b229eea300ab91090af0ae340a0bf6a963f77022 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563}, {"g": "h", "avg_measure": -2.8482975627990434}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..99dc487da772c8f78ffbf6e0079fe62f81d16978 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_32933788fed489a0 +-- problem_id: v2p_n11_8dc867ed28b12a4f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d48f9727c7afe3c20d053945d19bed7b1abeafb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.19}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df640fd75f973caea3772501c2d8131cea619627 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:05:53.197318+00:00", + "ended_at": "2026-05-04T09:06:05.336440+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_32933788fed489a0", + "problem_id": "v2p_n11_8dc867ed28b12a4f", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_32933788fed489a0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_32933788fed489a0", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22600, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2412, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12029.98, + "sql_execution_elapsed_ms_total": 73.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_32933788fed489a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d53bbb2725fff71641f8c1d9229ff03237c46d4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_32933788fed489a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:05.250900+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12029.98, "started_at": "2026-05-04T09:05:53.201239+00:00", "ended_at": "2026-05-04T09:06:05.231752+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 375, "bytes_utf8": 375, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:05:53.480933Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:55.773828Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ebca05e68309f89adefd28d9c5d13e5d7ea2dc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-4f66-7452-979f-efea2e2128c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", predicate_col=\\\"0.3918\\\", predicate_op=\\\">=\\\", predicate_value=0.5037, top_k=10. Cast TEXT measure/predicate columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":255}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea4dab35b79ff5378404e1dac0b06dafbe854e02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.3918\" AS REAL) >= 0.5037\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the planned template with fixed bindings: group_col=\"g\", measure_col=\"28.7967\", predicate_col=\"0.3918\", predicate_op=\">=\", predicate_value=0.5037, top_k=10. Cast TEXT measure/predicate columns to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..270f3001aa8e022066421f6bbd15b451e018fba0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:24:06.162294Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:24:08.519206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:18.103633Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dee839e110e021e3147670469c8d8f7665e68a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 63793.1426}, {"g": "h", "total_measure": 43709.0737}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3b5c688d56b95bc0adffdf97c9c4ff914bd0062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_3641f83f08c4e5b1 +-- problem_id: v2p_n11_110e2a21cd88f24a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.3918" AS REAL) >= 0.5037 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad271abb8ce15e896df6050b280570c8183a92f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.3918\" AS REAL) >= 0.5037\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 63793.1426}, {\"g\": \"h\", \"total_measure\": 43709.0737}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5983b3b5bdff980f3ce44a5ee19ca3be70ce3822 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:24:05.923001+00:00", + "ended_at": "2026-05-04T09:24:18.704039+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3641f83f08c4e5b1", + "problem_id": "v2p_n11_110e2a21cd88f24a", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3641f83f08c4e5b1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3641f83f08c4e5b1", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 255, + "total_tokens": 22735, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12735.64, + "sql_execution_elapsed_ms_total": 10.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3641f83f08c4e5b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f84543803121e14eaa4b88ff72ea88243262147d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:18.684571+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12735.64, "started_at": "2026-05-04T09:24:05.929563+00:00", "ended_at": "2026-05-04T09:24:18.665098+00:00", "prompt_metrics": {"chars": 7348, "bytes_utf8": 7348, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 255}, "stderr_preview": "2026-05-04T09:24:06.162294Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:24:08.519206Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", predicate_col=\\\"0.3918\\\", predicate_op=\\\">=\\\", predicate_value=0.5037, top_k=10. Cast TEXT measure/predicate columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e99418d1c99948c2ee82b2c039016186c54f67ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3641f83f08c4e5b1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3641f83f08c4e5b1", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 255, + "total_tokens": 22735, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12735.64, + "sql_execution_elapsed_ms_total": 10.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3641f83f08c4e5b1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df88e8755086dff00790b3af727c5300168e7947 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2390}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22479, "cached_input_tokens": 19840, "output_tokens": 173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..685c0dfc33b238424f7427a92ef6081cbb1451a3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b40b12022739a77", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 22652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2499, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12079.0, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3b40b12022739a77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1603db65acec77f242658e46bbab9eda89f83ac5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:23:53.790159+00:00", + "ended_at": "2026-05-04T09:24:05.869130+00:00", + "elapsed_ms": 12079.0, + "prompt_metrics": { + "chars": 7353, + "bytes_utf8": 7353, + "lines": 232, + "estimated_tokens": 2390 + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13191 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22479, + "cached_input_tokens": 19840, + "output_tokens": 173 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c527056f15711da87f4ee8545e39789ffaccf2bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..525cd27ab7643426ad58ede0bc69b29a0548e0c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24d-1fbb-7380-b66d-63e5a8bfcf88"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and bindings exactly, with CAST(... AS REAL) for numeric comparison and aggregation because the schema stores these columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":19840,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba329c122045ad7a7b54665ee3b1a74deebcaff1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided template and bindings exactly, with CAST(... AS REAL) for numeric comparison and aggregation because the schema stores these columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae9e8f55e90f642d4d83b688a313ec8b2981190e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:53.975897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:56.288781Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:24:05.232664Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c031e5ac9fbc7e997c2c00de85dc8e94eac8954a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "g", "total_measure": 793925.4458}, {"g": "h", "total_measure": 340488.2742}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..240e68fce118d7bf85563bf60fe0bd18009fe489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_3b40b12022739a77 +-- problem_id: v2p_n11_a92915aaf56185d5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1270ad405bde10b40f1761655d410b3c91ed62c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"81.8828\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"81.8828\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 793925.4458}, {\"g\": \"h\", \"total_measure\": 340488.2742}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1c39a93df422713509a817d2bbb8934b3fdfc518 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:23:53.786073+00:00", + "ended_at": "2026-05-04T09:24:05.919876+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3b40b12022739a77", + "problem_id": "v2p_n11_a92915aaf56185d5", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3b40b12022739a77.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b40b12022739a77", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 22652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2499, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12079.0, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3b40b12022739a77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8cb7eb62bec3728576a5eea9be7315249b5e7d79 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:24:05.888630+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12079.0, "started_at": "2026-05-04T09:23:53.790159+00:00", "ended_at": "2026-05-04T09:24:05.869130+00:00", "prompt_metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22479, "cached_input_tokens": 19840, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:23:53.975897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:56.288781Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and bindings exactly, with CAST(... AS REAL) for numeric comparison and aggregation because the schema stores these columns as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52eb6c736b82930fed93dc61ec40024133836bb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b40b12022739a77/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b40b12022739a77", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 19840, + "output_tokens": 173, + "total_tokens": 22652, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2499, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12079.0, + "sql_execution_elapsed_ms_total": 11.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3b40b12022739a77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fcda966e94d60ac0227517db936cbcc5af5af75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 170}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ffd09f88d892bc20f3e05889550e13c7c5787329 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b498e55f52ce049", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 191, + "total_tokens": 22791, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 170, + "estimated_total_tokens": 2679, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12148.62, + "sql_execution_elapsed_ms_total": 13.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3b498e55f52ce049\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..93190d696c5bddf1989e90d2f35777d49615392d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:24.623639+00:00", + "ended_at": "2026-05-04T09:04:36.772217+00:00", + "elapsed_ms": 12148.62, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": 2509 + }, + "stdout_metrics": { + "chars": 973, + "bytes_utf8": 973, + "lines": 4, + "estimated_tokens": 284 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13284 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 1, + "estimated_tokens": 170 + }, + "usage": { + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..102b81c1f93430c6e4de4280b10ca47dba398419 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad20fdecf0de011fb56ab8d3521c28c08ad0875a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-48bf-7eb3-b158-05e1811020bf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the required template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using positive_value='g' and negative_value='h'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..867909333cc29b6f935ebbda92b8c2771ca50b43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the required template with group_col=\"g\" and condition_col=\"g\", using positive_value='g' and negative_value='h'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8527b81e7ccfd4466ddab0ac3ab839347bc8b491 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:24.853385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:27.271273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:35.887840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c6e396376698cffd24cc97b8b3b03c39c27b85b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_3b498e55f52ce049 +-- problem_id: v2p_n11_82f37b3d275b2bd7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd791666eb9d6599d81021b95c6f4d874977b8ea --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6c21434c65ebf6eb4f3334485b7464b35c65f9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:04:24.618883+00:00", + "ended_at": "2026-05-04T09:04:36.821934+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3b498e55f52ce049", + "problem_id": "v2p_n11_82f37b3d275b2bd7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3b498e55f52ce049.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b498e55f52ce049", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 191, + "total_tokens": 22791, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 170, + "estimated_total_tokens": 2679, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12148.62, + "sql_execution_elapsed_ms_total": 13.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3b498e55f52ce049\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c361dedd76cc39900465a468e8077cbb2c27731e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b498e55f52ce049/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:36.794948+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12148.62, "started_at": "2026-05-04T09:04:24.623639+00:00", "ended_at": "2026-05-04T09:04:36.772217+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 170}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:04:24.853385Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:27.271273Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f89f895e03b2138c973e93d7d15957a798b33086 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-0215-7e10-bb36-737b604c4ca7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"22.011\\\" AS measure_value,\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n)\\nSELECT measure_value\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(measure_value AS REAL) DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template on column \\\"22.011\\\". CAST to REAL is used because the schema stores this measure as TEXT, and numeric ordering is required for correct tail bucketing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":21888,"output_tokens":378}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67933a54313509f6e8265558ac7b011001f0de33 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"22.011\" AS measure_value,\n NTILE(10) OVER (ORDER BY CAST(\"22.011\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"22.011\" IS NOT NULL\n)\nSELECT measure_value\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(measure_value AS REAL) DESC;","notes":"Applied the planned Quantile Tail Slice template on column \"22.011\". CAST to REAL is used because the schema stores this measure as TEXT, and numeric ordering is required for correct tail bucketing."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b637284ab28ec9d818bdf2ec99709ad7e82fa64c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:30.750698Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:33.057069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:45.321355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5259e85ede9548d25070cd585fd15f13ce24a8ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011. +Result preview: [{"measure_value": "238.321"}, {"measure_value": "231.446"}, {"measure_value": "227.8174"}, {"measure_value": "226.3506"}, {"measure_value": "222.417"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50a3826aeec0cb0f9aa7ae4f142800457eb19018 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_3b9cea32a5465517 +-- problem_id: v2p_n11_7855afd0b5f0eded +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "22.011" AS measure_value, + NTILE(10) OVER (ORDER BY CAST("22.011" AS REAL) DESC) AS tail_bucket + FROM "n11" + WHERE "22.011" IS NOT NULL +) +SELECT measure_value +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST(measure_value AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70a2cd8668ff67d032a35f402a2b2920380d453f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"22.011\" AS measure_value,\n NTILE(10) OVER (ORDER BY CAST(\"22.011\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n WHERE \"22.011\" IS NOT NULL\n)\nSELECT measure_value\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(measure_value AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"22.011\\\" AS measure_value,\\n NTILE(10) OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n)\\nSELECT measure_value\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(measure_value AS REAL) DESC;\", \"columns\": [\"measure_value\"], \"rows\": [{\"measure_value\": \"238.321\"}, {\"measure_value\": \"231.446\"}, {\"measure_value\": \"227.8174\"}, {\"measure_value\": \"226.3506\"}, {\"measure_value\": \"222.417\"}, {\"measure_value\": \"217.934\"}, {\"measure_value\": \"217.624\"}, {\"measure_value\": \"216.985\"}, {\"measure_value\": \"215.894\"}, {\"measure_value\": \"203.863\"}, {\"measure_value\": \"200.3148\"}, {\"measure_value\": \"199.2069\"}, {\"measure_value\": \"196.6923\"}, {\"measure_value\": \"196.643\"}, {\"measure_value\": \"196.643\"}, {\"measure_value\": \"195.7525\"}, {\"measure_value\": \"194.6039\"}, {\"measure_value\": \"190.5494\"}, {\"measure_value\": \"190.353\"}, {\"measure_value\": \"188.7137\"}, {\"measure_value\": \"187.4007\"}, {\"measure_value\": \"183.9805\"}, {\"measure_value\": \"183.4282\"}, {\"measure_value\": \"182.6961\"}, {\"measure_value\": \"182.673\"}, {\"measure_value\": \"182.4354\"}, {\"measure_value\": \"180.7741\"}, {\"measure_value\": \"179.7483\"}, {\"measure_value\": \"177.6937\"}, {\"measure_value\": \"177.3619\"}, {\"measure_value\": \"174.4359\"}, {\"measure_value\": \"173.067\"}, {\"measure_value\": \"172.5351\"}, {\"measure_value\": \"172.517\"}, {\"measure_value\": \"171.5541\"}, {\"measure_value\": \"169.773\"}, {\"measure_value\": \"168.544\"}, {\"measure_value\": \"166.987\"}, {\"measure_value\": \"165.703\"}, {\"measure_value\": \"165.5819\"}, {\"measure_value\": \"165.442\"}, {\"measure_value\": \"164.958\"}, {\"measure_value\": \"164.812\"}, {\"measure_value\": \"164.418\"}, {\"measure_value\": \"164.033\"}, {\"measure_value\": \"162.671\"}, {\"measure_value\": \"162.46\"}, {\"measure_value\": \"162.212\"}, {\"measure_value\": \"161.781\"}, {\"measure_value\": \"161.03\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 63.29}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4153633c569a754c9b643c22c9566bbf397932e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:32:30.463987+00:00", + "ended_at": "2026-05-04T09:32:46.159685+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3b9cea32a5465517", + "problem_id": "v2p_n11_7855afd0b5f0eded", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3b9cea32a5465517.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3b9cea32a5465517", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 378, + "total_tokens": 22830, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2508, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15597.94, + "sql_execution_elapsed_ms_total": 63.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3b9cea32a5465517\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf1e753d8998b7050b43af15ce2d745d97884c84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3b9cea32a5465517/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:32:46.085513+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15597.94, "started_at": "2026-05-04T09:32:30.468046+00:00", "ended_at": "2026-05-04T09:32:46.063759+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 226, "estimated_tokens": 2361}, "response_metrics": {"chars": 564, "bytes_utf8": 564, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 378}, "stderr_preview": "2026-05-04T09:32:30.750698Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:33.057069Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da655554dfcbbc8591aaccb8fbddec33f21a56bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_3cc0f7e86cdeae09\n-- problem_id: v2p_n11_99fbb949e818f529\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_3cc0f7e86cdeae09\\n-- problem_id: v2p_n11_99fbb949e818f529\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 0.7051142857142858}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 0.7316}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36d871c500a50bf332123c8e68976f093c5d4395 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.269048+00:00", + "ended_at": "2026-05-04T09:41:39.296893+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3cc0f7e86cdeae09", + "problem_id": "v2p_n11_99fbb949e818f529", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3cc0f7e86cdeae09.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3cc0f7e86cdeae09/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..149dab2d8b5243b55b522b30287768649573d87c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9201b48bdb350e754066697bf8d225278de66cb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3ef720f8bf3788bc", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13909.37, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3ef720f8bf3788bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3222054a23ee6ddd4757e65467be3e67dd8b94f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:21.296043+00:00", + "ended_at": "2026-05-04T09:35:35.205576+00:00", + "elapsed_ms": 13909.37, + "prompt_metrics": { + "chars": 7014, + "bytes_utf8": 7014, + "lines": 226, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 391, + "bytes_utf8": 391, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06923b123b98d96bdfb7b42e4f583f83b7a9c1c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1bd0c6b0ffa807b0cc0b40151fbd1424f9d907a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-a9c1-7de1-8bc4-25070bcec578"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"0.3918\\\" and threshold fixed at 0.5037. CAST to REAL is necessary because the column is stored as TEXT in the SQLite schema snapshot.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..088c8e9a78b2edc0dc692911d4a36cdebd78f67f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.3918\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"0.3918\" and threshold fixed at 0.5037. CAST to REAL is necessary because the column is stored as TEXT in the SQLite schema snapshot."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ffe5786ff00735f48b55db18517c85dd9ad09e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:24.707447Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:27.069377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:34.212886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48228f561cc445aa28abcb0492fec01af3fff46b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918. +Result preview: [{"empirical_cdf_at_threshold": 0.7500394342499606}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f2ea9a8f06088d99b92e1c6b014038953896377 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_3ef720f8bf3788bc +-- problem_id: v2p_n11_87c1075c377b5e02 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.3918" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91df6e2cdeb264bc9169f0fdfb4cc1b8ef0cf616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.3918\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.3918\\\" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7500394342499606}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5d9e1e23d06e46ea9b0e340633468cbfe088b3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:35:21.290443+00:00", + "ended_at": "2026-05-04T09:35:35.245072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3ef720f8bf3788bc", + "problem_id": "v2p_n11_87c1075c377b5e02", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3ef720f8bf3788bc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3ef720f8bf3788bc", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13909.37, + "sql_execution_elapsed_ms_total": 8.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3ef720f8bf3788bc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..671905d866eae3653658ecf5d927c3bc7de37fd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3ef720f8bf3788bc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:35.226297+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13909.37, "started_at": "2026-05-04T09:35:21.296043+00:00", "ended_at": "2026-05-04T09:35:35.205576+00:00", "prompt_metrics": {"chars": 7014, "bytes_utf8": 7014, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:35:24.707447Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:27.069377Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54566449e3247397009b8a0d1810439d32ecd044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-3d54-7c91-8032-d4287d980ff3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure column from TEXT to REAL for reliable numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":19840,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0adc36b68a2c2694b93e3569a3121d5599fc15d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"16.0021\". Cast the measure column from TEXT to REAL for reliable numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..219435c4dd486b8f4870a5d15402e8552da8813d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:28.352273Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:30.629994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:40.705425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..873852623f37234b360864355aa8d076611a5855 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "avg_measure": 18.59290785824345, "support": 12331}, {"g": "h", "avg_measure": 28.797372697368424, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81d8989b8d2030b5e4698ce3bd9b1cadf33fdd16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_3f2a34e8ddb0a1d6 +-- problem_id: v2p_n11_b55392aa1d448790 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..366db0a2abfe44c0ce260a0839fd9149d3868595 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 18.59290785824345, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 28.797372697368424, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb67f0591fa525369c1a246b3b761e8bfa9c7573 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:17:28.107345+00:00", + "ended_at": "2026-05-04T09:17:41.326521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3f2a34e8ddb0a1d6", + "problem_id": "v2p_n11_b55392aa1d448790", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3f2a34e8ddb0a1d6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3f2a34e8ddb0a1d6", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 22620, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13175.11, + "sql_execution_elapsed_ms_total": 12.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3f2a34e8ddb0a1d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73501b78a0250162d59e4875d580390940c1f33f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:41.305648+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13175.11, "started_at": "2026-05-04T09:17:28.112537+00:00", "ended_at": "2026-05-04T09:17:41.287473+00:00", "prompt_metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22440, "cached_input_tokens": 19840, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:17:28.352273Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:30.629994Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure column from TEXT to REAL for reliable numeric averaging in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19c4460b6dd2d47b805d75399bc8d0dd3747fcd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3f2a34e8ddb0a1d6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3f2a34e8ddb0a1d6", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 22620, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13175.11, + "sql_execution_elapsed_ms_total": 12.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3f2a34e8ddb0a1d6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52e5ac36bb95d6198ca436acfc14ab80508691ce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1726, "bytes_utf8": 1726, "lines": 1, "estimated_tokens": 589}, "usage": {"input_tokens": 22508, "cached_input_tokens": 19840, "output_tokens": 965}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9198, "bytes_utf8": 9198, "lines": 237, "estimated_tokens": 2985}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1859, "bytes_utf8": 1859, "lines": 1, "estimated_tokens": 657}, "usage": {"input_tokens": 23076, "cached_input_tokens": 19840, "output_tokens": 838}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06e7527215949dd4b00a850a9326a55f2a67fc58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3faab15d09caba45", + "api_calls": 0, + "input_tokens": 45584, + "cached_input_tokens": 39680, + "output_tokens": 1803, + "total_tokens": 47387, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5402, + "estimated_output_tokens": 1246, + "estimated_total_tokens": 6648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 50107.5, + "sql_execution_elapsed_ms_total": 79.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3faab15d09caba45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..53490bffdb97abe3a1085c7dbfeade0cc0aecba4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:12:38.976147+00:00", + "ended_at": "2026-05-04T09:13:05.560020+00:00", + "elapsed_ms": 26581.68, + "prompt_metrics": { + "chars": 7551, + "bytes_utf8": 7551, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 2324, + "bytes_utf8": 2324, + "lines": 4, + "estimated_tokens": 874 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13154 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1726, + "bytes_utf8": 1726, + "lines": 1, + "estimated_tokens": 589 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 19840, + "output_tokens": 965 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1ecd6ed9f20ad6e8b99b9e7c47161037d1ae8721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:13:05.585811+00:00", + "ended_at": "2026-05-04T09:13:29.111320+00:00", + "elapsed_ms": 23525.82, + "prompt_metrics": { + "chars": 9198, + "bytes_utf8": 9198, + "lines": 237, + "estimated_tokens": 2985 + }, + "stdout_metrics": { + "chars": 2473, + "bytes_utf8": 2473, + "lines": 4, + "estimated_tokens": 955 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1859, + "bytes_utf8": 1859, + "lines": 1, + "estimated_tokens": 657 + }, + "usage": { + "input_tokens": 23076, + "cached_input_tokens": 19840, + "output_tokens": 838 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e03f594f912a67cd1a21e50dd2b4d2069c61b3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b4bc0326314941676122e5a5bd337825d1bd52f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY CAST(\"16.0021\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT\n \"g\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST(FLOOR(1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CAST(CEIL(1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"upper_rn\"\n FROM \"filtered\"\n GROUP BY \"g\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n MAX(CASE WHEN f.\"rn\" = p.\"lower_rn\" THEN f.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN f.\"rn\" = p.\"upper_rn\" THEN f.\"measure_value\" END) AS \"upper_val\"\n FROM \"pos\" AS p\n JOIN \"filtered\" AS f\n ON f.\"g\" = p.\"g\"\n GROUP BY p.\"g\", p.\"pos\"\n)\nSELECT\n g.\"g\",\n CASE\n WHEN b.\"pos\" IS NULL THEN NULL\n WHEN b.\"lower_val\" IS NULL OR b.\"upper_val\" IS NULL THEN NULL\n WHEN b.\"lower_val\" = b.\"upper_val\" THEN b.\"lower_val\"\n ELSE b.\"lower_val\" + (b.\"pos\" - FLOOR(b.\"pos\")) * (b.\"upper_val\" - b.\"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"groups\" AS g\nLEFT JOIN \"bounds\" AS b\n ON g.\"g\" = b.\"g\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: FLOOR", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6706c15d12cbe584575e5f6c0ded2d9561dd397 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-d3e1-74b2-a41b-f49d51946c6f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"g\\\" ORDER BY CAST(\\\"16.0021\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"g\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST(FLOOR(1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"lower_rn\\\",\\n CAST(CEIL(1.0 + (\\\"cnt\\\" - 1) * 0.9) AS INTEGER) AS \\\"upper_rn\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN f.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN f.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"pos\\\" AS p\\n JOIN \\\"filtered\\\" AS f\\n ON f.\\\"g\\\" = p.\\\"g\\\"\\n GROUP BY p.\\\"g\\\", p.\\\"pos\\\"\\n)\\nSELECT\\n g.\\\"g\\\",\\n CASE\\n WHEN b.\\\"pos\\\" IS NULL THEN NULL\\n WHEN b.\\\"lower_val\\\" IS NULL OR b.\\\"upper_val\\\" IS NULL THEN NULL\\n WHEN b.\\\"lower_val\\\" = b.\\\"upper_val\\\" THEN b.\\\"lower_val\\\"\\n ELSE b.\\\"lower_val\\\" + (b.\\\"pos\\\" - FLOOR(b.\\\"pos\\\")) * (b.\\\"upper_val\\\" - b.\\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS g\\nLEFT JOIN \\\"bounds\\\" AS b\\n ON g.\\\"g\\\" = b.\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible rewrite of the planned percentile template using window functions and linear interpolation to emulate PERCENTILE_CONT(0.9) for \\\"16.0021\\\", filtered where \\\"g\\\" = 'g' and grouped by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":19840,"output_tokens":965}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ae01f14dbf932665f8a92f7cd26c0f23f405a71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY CAST(\"16.0021\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT\n \"g\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST(FLOOR(1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"lower_rn\",\n CAST(CEIL(1.0 + (\"cnt\" - 1) * 0.9) AS INTEGER) AS \"upper_rn\"\n FROM \"filtered\"\n GROUP BY \"g\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n MAX(CASE WHEN f.\"rn\" = p.\"lower_rn\" THEN f.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN f.\"rn\" = p.\"upper_rn\" THEN f.\"measure_value\" END) AS \"upper_val\"\n FROM \"pos\" AS p\n JOIN \"filtered\" AS f\n ON f.\"g\" = p.\"g\"\n GROUP BY p.\"g\", p.\"pos\"\n)\nSELECT\n g.\"g\",\n CASE\n WHEN b.\"pos\" IS NULL THEN NULL\n WHEN b.\"lower_val\" IS NULL OR b.\"upper_val\" IS NULL THEN NULL\n WHEN b.\"lower_val\" = b.\"upper_val\" THEN b.\"lower_val\"\n ELSE b.\"lower_val\" + (b.\"pos\" - FLOOR(b.\"pos\")) * (b.\"upper_val\" - b.\"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"groups\" AS g\nLEFT JOIN \"bounds\" AS b\n ON g.\"g\" = b.\"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible rewrite of the planned percentile template using window functions and linear interpolation to emulate PERCENTILE_CONT(0.9) for \"16.0021\", filtered where \"g\" = 'g' and grouped by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d3275c9dc632a4786134f518cd1a983e63139bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-3ba5-7c11-a996-e342a6f1b930"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"g\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) > CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n THEN CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) + 1\\n ELSE CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN f.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN f.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"pos\\\" AS p\\n JOIN \\\"filtered\\\" AS f\\n ON f.\\\"g\\\" = p.\\\"g\\\"\\n GROUP BY p.\\\"g\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\"\\n)\\nSELECT\\n g.\\\"g\\\",\\n CASE\\n WHEN b.\\\"pos\\\" IS NULL THEN NULL\\n WHEN b.\\\"lower_val\\\" IS NULL OR b.\\\"upper_val\\\" IS NULL THEN NULL\\n WHEN b.\\\"lower_val\\\" = b.\\\"upper_val\\\" THEN b.\\\"lower_val\\\"\\n ELSE b.\\\"lower_val\\\" + (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (b.\\\"upper_val\\\" - b.\\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS g\\nLEFT JOIN \\\"bounds\\\" AS b\\n ON g.\\\"g\\\" = b.\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported FLOOR/CEIL with SQLite-compatible INTEGER casts and a CASE expression for lower/upper percentile ranks.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23076,"cached_input_tokens":19840,"output_tokens":838}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..11fe3e3b495f0e427f2e8aa323bb15f44f3feeac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT\n \"g\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) > CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n THEN CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) + 1\n ELSE CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n END AS \"upper_rn\"\n FROM \"filtered\"\n GROUP BY \"g\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n p.\"lower_rn\",\n MAX(CASE WHEN f.\"rn\" = p.\"lower_rn\" THEN f.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN f.\"rn\" = p.\"upper_rn\" THEN f.\"measure_value\" END) AS \"upper_val\"\n FROM \"pos\" AS p\n JOIN \"filtered\" AS f\n ON f.\"g\" = p.\"g\"\n GROUP BY p.\"g\", p.\"pos\", p.\"lower_rn\"\n)\nSELECT\n g.\"g\",\n CASE\n WHEN b.\"pos\" IS NULL THEN NULL\n WHEN b.\"lower_val\" IS NULL OR b.\"upper_val\" IS NULL THEN NULL\n WHEN b.\"lower_val\" = b.\"upper_val\" THEN b.\"lower_val\"\n ELSE b.\"lower_val\" + (b.\"pos\" - b.\"lower_rn\") * (b.\"upper_val\" - b.\"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"groups\" AS g\nLEFT JOIN \"bounds\" AS b\n ON g.\"g\" = b.\"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported FLOOR/CEIL with SQLite-compatible INTEGER casts and a CASE expression for lower/upper percentile ranks."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..335bd893091e4658571f4cb517bbb9ab4d824b57 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:12:39.208309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:12:41.553577Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:04.769569Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..974a4b1b04c925f52d4816e6fa0ea66220f8205e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:05.790388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:08.241011Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:28.259945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e29679bb8f2d300e7e0fab9da0a277cc51600bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 29.4108}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00121b5818a665b4583aceb1d7a4b1bad5064893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/generated_sql.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_3faab15d09caba45 +-- problem_id: v2p_n11_ca85cf371972d396 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "g" ORDER BY CAST("16.0021" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "16.0021" IS NOT NULL +), +"pos" AS ( + SELECT + "g", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST(FLOOR(1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CAST(CEIL(1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "upper_rn" + FROM "filtered" + GROUP BY "g", "cnt" +), +"bounds" AS ( + SELECT + p."g", + p."pos", + MAX(CASE WHEN f."rn" = p."lower_rn" THEN f."measure_value" END) AS "lower_val", + MAX(CASE WHEN f."rn" = p."upper_rn" THEN f."measure_value" END) AS "upper_val" + FROM "pos" AS p + JOIN "filtered" AS f + ON f."g" = p."g" + GROUP BY p."g", p."pos" +) +SELECT + g."g", + CASE + WHEN b."pos" IS NULL THEN NULL + WHEN b."lower_val" IS NULL OR b."upper_val" IS NULL THEN NULL + WHEN b."lower_val" = b."upper_val" THEN b."lower_val" + ELSE b."lower_val" + (b."pos" - FLOOR(b."pos")) * (b."upper_val" - b."lower_val") + END AS "conditional_percentile" +FROM "groups" AS g +LEFT JOIN "bounds" AS b + ON g."g" = b."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6530fc34290e1ca5d8ecbb856340ea231f8d18d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"16.0021\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT\n \"g\",\n (1.0 + (\"cnt\" - 1) * 0.9) AS \"pos\",\n CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.9) > CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n THEN CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER) + 1\n ELSE CAST(1.0 + (\"cnt\" - 1) * 0.9 AS INTEGER)\n END AS \"upper_rn\"\n FROM \"filtered\"\n GROUP BY \"g\", \"cnt\"\n),\n\"bounds\" AS (\n SELECT\n p.\"g\",\n p.\"pos\",\n p.\"lower_rn\",\n MAX(CASE WHEN f.\"rn\" = p.\"lower_rn\" THEN f.\"measure_value\" END) AS \"lower_val\",\n MAX(CASE WHEN f.\"rn\" = p.\"upper_rn\" THEN f.\"measure_value\" END) AS \"upper_val\"\n FROM \"pos\" AS p\n JOIN \"filtered\" AS f\n ON f.\"g\" = p.\"g\"\n GROUP BY p.\"g\", p.\"pos\", p.\"lower_rn\"\n)\nSELECT\n g.\"g\",\n CASE\n WHEN b.\"pos\" IS NULL THEN NULL\n WHEN b.\"lower_val\" IS NULL OR b.\"upper_val\" IS NULL THEN NULL\n WHEN b.\"lower_val\" = b.\"upper_val\" THEN b.\"lower_val\"\n ELSE b.\"lower_val\" + (b.\"pos\" - b.\"lower_rn\") * (b.\"upper_val\" - b.\"lower_val\")\n END AS \"conditional_percentile\"\nFROM \"groups\" AS g\nLEFT JOIN \"bounds\" AS b\n ON g.\"g\" = b.\"g\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"16.0021\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"g\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.9) AS \\\"pos\\\",\\n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.9) > CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n THEN CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) + 1\\n ELSE CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN f.\\\"measure_value\\\" END) AS \\\"lower_val\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN f.\\\"measure_value\\\" END) AS \\\"upper_val\\\"\\n FROM \\\"pos\\\" AS p\\n JOIN \\\"filtered\\\" AS f\\n ON f.\\\"g\\\" = p.\\\"g\\\"\\n GROUP BY p.\\\"g\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\"\\n)\\nSELECT\\n g.\\\"g\\\",\\n CASE\\n WHEN b.\\\"pos\\\" IS NULL THEN NULL\\n WHEN b.\\\"lower_val\\\" IS NULL OR b.\\\"upper_val\\\" IS NULL THEN NULL\\n WHEN b.\\\"lower_val\\\" = b.\\\"upper_val\\\" THEN b.\\\"lower_val\\\"\\n ELSE b.\\\"lower_val\\\" + (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (b.\\\"upper_val\\\" - b.\\\"lower_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS g\\nLEFT JOIN \\\"bounds\\\" AS b\\n ON g.\\\"g\\\" = b.\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 29.4108}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 79.39}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbad7f704f05b5c039b1fb424ce9e654df553db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:12:38.972738+00:00", + "ended_at": "2026-05-04T09:13:29.220784+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_3faab15d09caba45", + "problem_id": "v2p_n11_ca85cf371972d396", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_3faab15d09caba45.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3faab15d09caba45", + "api_calls": 0, + "input_tokens": 45584, + "cached_input_tokens": 39680, + "output_tokens": 1803, + "total_tokens": 47387, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5402, + "estimated_output_tokens": 1246, + "estimated_total_tokens": 6648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 50107.5, + "sql_execution_elapsed_ms_total": 79.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3faab15d09caba45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c630359659199a0a6b13afdc5a52543ee3efb9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:13:05.578541+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26581.68, "started_at": "2026-05-04T09:12:38.976147+00:00", "ended_at": "2026-05-04T09:13:05.560020+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1726, "bytes_utf8": 1726, "lines": 1, "estimated_tokens": 589}, "usage": {"input_tokens": 22508, "cached_input_tokens": 19840, "output_tokens": 965}, "stderr_preview": "2026-05-04T09:12:39.208309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:12:41.553577Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n THEN CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER) + 1\\n ELSE CAST(1.0 + (\\\"cnt\\\" - 1) * 0.9 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"g\\\", \\\"cnt\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n p.\\\"g\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n MAX(CASE WHEN f.\\\"rn\\\" = p.\\\"l"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..118320b6759c8a5d9c2a3e2abbf70c4cb4ccf7d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_3faab15d09caba45/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_3faab15d09caba45", + "api_calls": 0, + "input_tokens": 45584, + "cached_input_tokens": 39680, + "output_tokens": 1803, + "total_tokens": 47387, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5402, + "estimated_output_tokens": 1246, + "estimated_total_tokens": 6648, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 50107.5, + "sql_execution_elapsed_ms_total": 79.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_3faab15d09caba45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..999d88d19568b031c24258e0e930c625f9854adf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7240, "bytes_utf8": 7240, "lines": 228, "estimated_tokens": 2352}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 237}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fe4710eacaa4b60abc7a121ef240dddfd7992d65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4150e97b37fa9754", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12905.05, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4150e97b37fa9754\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2a98e5071f1aac6e79ac5e16255b97793406368 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:15.202317+00:00", + "ended_at": "2026-05-04T09:36:28.102475+00:00", + "elapsed_ms": 12905.05, + "prompt_metrics": { + "chars": 7240, + "bytes_utf8": 7240, + "lines": 228, + "estimated_tokens": 2352 + }, + "stdout_metrics": { + "chars": 772, + "bytes_utf8": 772, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 237 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86be40a322f3b1281fac0280e4ed701ad67dba93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe50c3ce2eeba7d92b5d4fd91a77156683a345b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-6ff9-7d31-98c7-159289cf5fd1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"28.7967\\\" AS REAL)) > 54.689052\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the measure column from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22441,"cached_input_tokens":21888,"output_tokens":237}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ade033fceaf3b6fafbbec38c0a3e3ae562c529a1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"28.7967\" AS REAL)) > 54.689052\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"28.7967\". Cast the measure column from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9ffa2151e56c9eba6e0423311499c665feed835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:15.402702Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:17.885670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:27.315655Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..864818aa4fb7edd69c1ac68258251786fbb17d09 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "total_measure": 538318.9745}, {"g": "h", "total_measure": 474470.1565}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f96e29f95a9a2f0f6b714f3db2a02f3a8f25059a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_4150e97b37fa9754 +-- problem_id: v2p_n11_1192d3d1819e3b27 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("28.7967" AS REAL)) > 54.689052 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa856ddc5e7f006e4cadcefe7a866d759918a15a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"28.7967\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"28.7967\" AS REAL)) > 54.689052\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"28.7967\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"28.7967\\\" AS REAL)) > 54.689052\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 538318.9745}, {\"g\": \"h\", \"total_measure\": 474470.1565}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.38}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c44be127f74395e2bd65aabcbe66c56012319ab4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:36:15.198371+00:00", + "ended_at": "2026-05-04T09:36:28.151218+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4150e97b37fa9754", + "problem_id": "v2p_n11_1192d3d1819e3b27", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_4150e97b37fa9754.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4150e97b37fa9754", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12905.05, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4150e97b37fa9754\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b14292c770d36bb14c7da9fc21bbbc96c1a8e83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:28.122550+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12905.05, "started_at": "2026-05-04T09:36:15.202317+00:00", "ended_at": "2026-05-04T09:36:28.102475+00:00", "prompt_metrics": {"chars": 7240, "bytes_utf8": 7240, "lines": 228, "estimated_tokens": 2352}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 237}, "stderr_preview": "2026-05-04T09:36:15.402702Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:17.885670Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 54.689052\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Cast the measure column from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c79bb24ec9983a8857239ddeb6976be35933fb9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4150e97b37fa9754/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4150e97b37fa9754", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22678, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12905.05, + "sql_execution_elapsed_ms_total": 14.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4150e97b37fa9754\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c2691355ac43aa3423b499d388885ebe5242dfe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2390}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..48a77946b4c38dc09d685d51a18e92a0778cc51d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4171c289153d2551", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2522, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11578.38, + "sql_execution_elapsed_ms_total": 11.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4171c289153d2551\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..826d4cc942e8c13f750be5b51f4b8262dec4f93a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:42.324724+00:00", + "ended_at": "2026-05-04T09:22:53.903128+00:00", + "elapsed_ms": 11578.38, + "prompt_metrics": { + "chars": 7350, + "bytes_utf8": 7350, + "lines": 232, + "estimated_tokens": 2390 + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 178 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88edbd4458f44002e726692332465f124d4fbadb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea0ef02084193c0835290f9e70e5d7749367a19a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-08d1-7b72-b992-0930fa4c1747"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bound roles: group_col=\\\"g\\\", measure_col=\\\"22.011\\\", predicate_col=\\\"0.3918\\\". Applied CAST(... AS REAL) because the schema stores these numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d28edb4b879a028789874ad1e9ea21a88ba2952e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.3918\" AS REAL) >= 0.5037\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Top-k Group Sum with Filter template with bound roles: group_col=\"g\", measure_col=\"22.011\", predicate_col=\"0.3918\". Applied CAST(... AS REAL) because the schema stores these numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7557506d511165d5f9f786ef23f7e4500d129f0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:42.590691Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:44.932000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:53.114343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bc9075f17d7f88fa3c7fe5ff9060bef8967327d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "h", "total_measure": 6434.8249}, {"g": "g", "total_measure": 5114.4369}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfb7e58e62bc4a3ffdd0aa72194e8f1d17cef856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_4171c289153d2551 +-- problem_id: v2p_n11_c8aa041e01b0b3ec +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.3918" AS REAL) >= 0.5037 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3f9338c38bd38134b4a390ce0acea105661652e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.3918\" AS REAL) >= 0.5037\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.3918\\\" AS REAL) >= 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 6434.8249}, {\"g\": \"g\", \"total_measure\": 5114.4369}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6edcac41c8d260cf9f492ab3de2c59e996b2711 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:22:42.314064+00:00", + "ended_at": "2026-05-04T09:22:53.944302+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4171c289153d2551", + "problem_id": "v2p_n11_c8aa041e01b0b3ec", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "0.3918", + "predicate_op": ">=", + "predicate_value": 0.5037, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_4171c289153d2551.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4171c289153d2551", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2522, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11578.38, + "sql_execution_elapsed_ms_total": 11.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4171c289153d2551\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a92da71b33d74c3ba18116e0b39ffe7e5bcc0cb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:53.922447+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11578.38, "started_at": "2026-05-04T09:22:42.324724+00:00", "ended_at": "2026-05-04T09:22:53.903128+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T09:22:42.590691Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:44.932000Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.5037\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bound roles: group_col=\\\"g\\\", measure_col=\\\"22.011\\\", predicate_col=\\\"0.3918\\\". Applied CAST(... AS REAL) because the schema stores these numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4391993f356f4fe619a5381b556564ac89f1768a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4171c289153d2551/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4171c289153d2551", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22657, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2522, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11578.38, + "sql_execution_elapsed_ms_total": 11.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4171c289153d2551\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ff664d34bd259b2fef52d05109cc800abd7a8bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"-8.2027": "0", "support": 59, "avg_response": 1.7425186440677967}, {"-8.2027": "-0.0001", "support": 24, "avg_response": 0.0015291666666666665}, {"-8.2027": "0.0001", "support": 18, "avg_response": 0.001811111111111111}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd258b165988be7eff386324ddb93bd5baf44cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_41b8bcbfcb38ac20 +-- problem_id: v2p_n11_c55c1a3e08bd7507 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..57e625394ef6a66e517c2ff196726e70fd6b36d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_41b8bcbfcb38ac20\n-- problem_id: v2p_n11_c55c1a3e08bd7507\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_41b8bcbfcb38ac20\\n-- problem_id: v2p_n11_c55c1a3e08bd7507\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 1.7425186440677967}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 0.0015291666666666665}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 0.001811111111111111}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4fcc05aa3daeea7a732f843f81002e0e00da718 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.076105+00:00", + "ended_at": "2026-05-04T09:41:39.102458+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_41b8bcbfcb38ac20", + "problem_id": "v2p_n11_c55c1a3e08bd7507", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_41b8bcbfcb38ac20.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_41b8bcbfcb38ac20/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..32ea20731f7303afed835d4e583186c1a344b3af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"16.0021": "0", "support": 98, "avg_response": 24.087755102040816}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e490e7db946c8d9c59852561732dbe2880e40bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_424a1006cb2bea04 +-- problem_id: v2p_n11_923a71cf77378870 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc53434e470d774170321c75640c913bef8b3011 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_424a1006cb2bea04\n-- problem_id: v2p_n11_923a71cf77378870\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_424a1006cb2bea04\\n-- problem_id: v2p_n11_923a71cf77378870\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 24.087755102040816}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51e60638973f92989fd299d31e6c19bc8075ea11 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.394541+00:00", + "ended_at": "2026-05-04T09:41:38.421439+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_424a1006cb2bea04", + "problem_id": "v2p_n11_923a71cf77378870", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_424a1006cb2bea04.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_424a1006cb2bea04/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72924146406a767b3e17749294ffafc856cf85b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 891, "bytes_utf8": 891, "lines": 1, "estimated_tokens": 283}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 381}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8106, "bytes_utf8": 8106, "lines": 232, "estimated_tokens": 2618}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 898, "bytes_utf8": 898, "lines": 1, "estimated_tokens": 295}, "usage": {"input_tokens": 22709, "cached_input_tokens": 21888, "output_tokens": 569}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..794a8b95df39305ba40f2bd0e833507a67f59744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e7c8649081f92c", + "api_calls": 0, + "input_tokens": 45145, + "cached_input_tokens": 43776, + "output_tokens": 950, + "total_tokens": 46095, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4963, + "estimated_output_tokens": 578, + "estimated_total_tokens": 5541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33968.62, + "sql_execution_elapsed_ms_total": 101.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_42e7c8649081f92c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e644afedb5dc0cbf932ce451a5e2722482726df8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:17.075767+00:00", + "ended_at": "2026-05-04T09:25:32.239492+00:00", + "elapsed_ms": 15163.43, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1329, + "bytes_utf8": 1329, + "lines": 4, + "estimated_tokens": 459 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13144 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 891, + "bytes_utf8": 891, + "lines": 1, + "estimated_tokens": 283 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 381 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..da98cb2302f201fa0e67516838f1027fcc536d67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:32.269930+00:00", + "ended_at": "2026-05-04T09:25:51.075124+00:00", + "elapsed_ms": 18805.19, + "prompt_metrics": { + "chars": 8106, + "bytes_utf8": 8106, + "lines": 232, + "estimated_tokens": 2618 + }, + "stdout_metrics": { + "chars": 1332, + "bytes_utf8": 1332, + "lines": 4, + "estimated_tokens": 465 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 898, + "bytes_utf8": 898, + "lines": 1, + "estimated_tokens": 295 + }, + "usage": { + "input_tokens": 22709, + "cached_input_tokens": 21888, + "output_tokens": 569 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c798ae16c38d981a7a6807a739e9892c5899725c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d324fd67c7512e52fd33ca5fa6c0fb1090d98240 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fdad4ecdb2073611d2738817748fbcfb484003a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-6520-72c2-a956-6a6434e1d8e1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group via window functions, casting \\\"0.1982\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":381}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2f2518b35244e76747556804419c9855effcc3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per group via window functions, casting \"0.1982\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4082593e7d748e4e52347193ef5823d554c8454 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-a074-7323-ac58-da3b8d08ab14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced non-SQLite CEIL(0.9 * cnt) with an equivalent integer expression for the 90th-percentile nearest-rank index: CAST(((9 * cnt) + 9) / 10 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22709,"cached_input_tokens":21888,"output_tokens":569}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..613f41ca37b0d9671ec3edfae0159d654bf606c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced non-SQLite CEIL(0.9 * cnt) with an equivalent integer expression for the 90th-percentile nearest-rank index: CAST(((9 * cnt) + 9) / 10 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa6cc8374003c65a94694b2eaa0e75066b0010e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:17.288254Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:20.130795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:31.432946Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..123bc6e88ec5cfd95a7c915551b9724f47b4fe56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:32.464863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:34.921447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:25:50.215266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee55a0e306eca53378a23bfc250a693889540a66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "h", "percentile_measure": 0.3782}, {"g": "g", "percentile_measure": 0.3739}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..689da9eefcc6c781801b202331afc772cbb8cbe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_42e7c8649081f92c +-- problem_id: v2p_n11_a011930f4850711d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("0.1982" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("0.1982" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "0.1982" IS NOT NULL +), +"target" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c5440c2a031059a2d37e56391c80024b4d0d800 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"0.1982\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"0.1982\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"0.1982\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"0.1982\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"0.1982\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"0.1982\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 0.3782}, {\"g\": \"g\", \"percentile_measure\": 0.3739}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 101.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3bb66316b988c3cb9bbb987580cbe711d09b2e36 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:25:17.071569+00:00", + "ended_at": "2026-05-04T09:25:51.220962+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_42e7c8649081f92c", + "problem_id": "v2p_n11_a011930f4850711d", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_42e7c8649081f92c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_42e7c8649081f92c", + "api_calls": 0, + "input_tokens": 45145, + "cached_input_tokens": 43776, + "output_tokens": 950, + "total_tokens": 46095, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4963, + "estimated_output_tokens": 578, + "estimated_total_tokens": 5541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33968.62, + "sql_execution_elapsed_ms_total": 101.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_42e7c8649081f92c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..af34a29dec072bbec934e06f2d70b0d6a311cebc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_42e7c8649081f92c/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:25:32.267082+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15163.43, "started_at": "2026-05-04T09:25:17.075767+00:00", "ended_at": "2026-05-04T09:25:32.239492+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 891, "bytes_utf8": 891, "lines": 1, "estimated_tokens": 283}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 381}, "stderr_preview": "2026-05-04T09:25:17.288254Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:20.130795Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99471130d1cdb88d5020cd6479738be2484c74c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-90a1-7f83-ab37-7cce6e485cbc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((95 * \\\"cnt\\\") + 99) / 100\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile point per group with ROW_NUMBER over CAST(\\\"27.7004\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":575}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f17135a3dc89ccd74b00bf717fed12870d26d68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((95 * \"cnt\") + 99) / 100\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile point per group with ROW_NUMBER over CAST(\"27.7004\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c053866a208bbbe428ca2bab69b951b3a945ce3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:33.971390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:36.528847Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:53.284825Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c2d7b6d864f12bae6a91a977b735de70c19515c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "h", "percentile_measure": 79.6463}, {"g": "g", "percentile_measure": 60.0857}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcb671718d1f495ab43388c246fc2b056583c943 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_437b432423538790 +-- problem_id: v2p_n11_f4b320bee39b6647 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("27.7004" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("27.7004" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "27.7004" IS NOT NULL +) +SELECT + "g", + "percentile_measure" +FROM "ranked" +WHERE "rn" = ((95 * "cnt") + 99) / 100 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..941220d6f472a64ea2bbd37ac857d1b5bee05b75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = ((95 * \"cnt\") + 99) / 100\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = ((95 * \\\"cnt\\\") + 99) / 100\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 79.6463}, {\"g\": \"g\", \"percentile_measure\": 60.0857}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 86.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8702baff4ae81d72409af6d52f91560693f0db62 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:26:33.744987+00:00", + "ended_at": "2026-05-04T09:26:54.145974+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_437b432423538790", + "problem_id": "v2p_n11_f4b320bee39b6647", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_437b432423538790.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_437b432423538790", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 575, + "total_tokens": 23011, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 224, + "estimated_total_tokens": 2569, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20278.86, + "sql_execution_elapsed_ms_total": 86.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_437b432423538790\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4a5b04f0c4d5f5efc23e859b3f343cb89206460 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_437b432423538790/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:26:54.049894+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20278.86, "started_at": "2026-05-04T09:26:33.750007+00:00", "ended_at": "2026-05-04T09:26:54.028729+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 716, "bytes_utf8": 716, "lines": 1, "estimated_tokens": 224}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 575}, "stderr_preview": "2026-05-04T09:26:33.971390Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:36.528847Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0ed7887b968d3f933f19c876659763ebf6fff9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-0723-79b2-8314-e87e3a737369"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) AS \\\"mean_value\\\",\\n SQRT(AVG(CAST(\\\"0.1982\\\" AS REAL) * CAST(\\\"0.1982\\\" AS REAL)) - AVG(CAST(\\\"0.1982\\\" AS REAL)) * AVG(CAST(\\\"0.1982\\\" AS REAL))) AS \\\"stddev_value\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"n11\\\".\\\"0.1982\\\" AS REAL) - \\\"stats\\\".\\\"mean_value\\\") / NULLIF(\\\"stats\\\".\\\"stddev_value\\\", 0.0) AS \\\"z_score\\\"\\n FROM \\\"n11\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC;\",\"notes\":\"Used the requested template with measure_col bound to \\\"0.1982\\\". Replaced unsupported SQLite STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and cast the TEXT measure column to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22486,"cached_input_tokens":21888,"output_tokens":401}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aba4b5f61efdc17bc464c4f770f903c7e0ee7689 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"0.1982\" AS REAL)) AS \"mean_value\",\n SQRT(AVG(CAST(\"0.1982\" AS REAL) * CAST(\"0.1982\" AS REAL)) - AVG(CAST(\"0.1982\" AS REAL)) * AVG(CAST(\"0.1982\" AS REAL))) AS \"stddev_value\"\n FROM \"n11\"\n),\n\"scored\" AS (\n SELECT\n \"n11\".*,\n (CAST(\"n11\".\"0.1982\" AS REAL) - \"stats\".\"mean_value\") / NULLIF(\"stats\".\"stddev_value\", 0.0) AS \"z_score\"\n FROM \"n11\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"0.1982\" AS REAL) DESC;","notes":"Used the requested template with measure_col bound to \"0.1982\". Replaced unsupported SQLite STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and cast the TEXT measure column to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4eb15e8b5822a369a56c6007a3bab9b449326e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:10.721586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:13.062190Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:26.511360Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d87f0f4edc4942a845ea6509ee30cdd62a854150 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982. +Result preview: [{"28.7967": "14.8072", "16.0021": "7.0241", "2.6449": "2.3334", "0.3918": "0.8399", "0.1982": "0.6752", "27.7004": "-0.1555", "22.011": "-3.681", "-8.2027": "6.3785", "40.092": "63.6689", "81.8828": "178.037", "g": "g", "z_score": 4.167396066261141}, {"28.7967": "12.1929", "16.0021": "8.5395", "2.6449": "2.3128", "0.3918": "0.8467", "0.1982": "0.674", "27.7004": "8.4709", "22.011": "11.075", "-8.2027": "6.3586", "40.092": "27.2483", "81.8828": "263.954", "g": "g", "z_score": 4.1565373926149345}, {"28.7967": "19.5444", "16.0021": "5.6572", "2.6449": "2.2799", "0.3918": "0.8451", "0.1982": "0.643", "27.7004": "13.5508", "22.011": "19.5788", "-8.2027": "-5.5527", "40.092": "14.086", "81.8828": "180.542", "g": "h", "z_score": 3.8760216567545847}, {"28.7967": "15.2685", "16.0021": "3.8124", "2.6449": "2.325", "0.3918": "0.8676", "0.1982": "0.637", "27.7004": "18.2895", "22.011": "7.0555", "-8.2027": "-0.8019", "40.092": "56.7287", "81.8828": "219.8924", "g": "h", "z_score": 3.8217282885235493}, {"28.7967": "18.2285", "16.0021": "0", "2.6449": "2.2443", "0.3918": "0.8319", "0.1982": "0.6296", "27.7004": "-1.0258", "22.011": "4.6436", "-8.2027": "-0.0001", "40.092": "79.4702", "81.8828": "158.554", "g": "h", "z_score": 3.754766467705273}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4920d4f6a13864dd216c954cabc1880c29e25b0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_464dcd89224437cc +-- problem_id: v2p_n11_a53fe9a9c01350ad +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("0.1982" AS REAL)) AS "mean_value", + SQRT(AVG(CAST("0.1982" AS REAL) * CAST("0.1982" AS REAL)) - AVG(CAST("0.1982" AS REAL)) * AVG(CAST("0.1982" AS REAL))) AS "stddev_value" + FROM "n11" +), +"scored" AS ( + SELECT + "n11".*, + (CAST("n11"."0.1982" AS REAL) - "stats"."mean_value") / NULLIF("stats"."stddev_value", 0.0) AS "z_score" + FROM "n11" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("0.1982" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4fc5bca5042f9b12adeb87b9a768b0d63fddc47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"stats\" AS (\n SELECT\n AVG(CAST(\"0.1982\" AS REAL)) AS \"mean_value\",\n SQRT(AVG(CAST(\"0.1982\" AS REAL) * CAST(\"0.1982\" AS REAL)) - AVG(CAST(\"0.1982\" AS REAL)) * AVG(CAST(\"0.1982\" AS REAL))) AS \"stddev_value\"\n FROM \"n11\"\n),\n\"scored\" AS (\n SELECT\n \"n11\".*,\n (CAST(\"n11\".\"0.1982\" AS REAL) - \"stats\".\"mean_value\") / NULLIF(\"stats\".\"stddev_value\", 0.0) AS \"z_score\"\n FROM \"n11\"\n CROSS JOIN \"stats\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"0.1982\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"stats\\\" AS (\\n SELECT\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) AS \\\"mean_value\\\",\\n SQRT(AVG(CAST(\\\"0.1982\\\" AS REAL) * CAST(\\\"0.1982\\\" AS REAL)) - AVG(CAST(\\\"0.1982\\\" AS REAL)) * AVG(CAST(\\\"0.1982\\\" AS REAL))) AS \\\"stddev_value\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"n11\\\".\\\"0.1982\\\" AS REAL) - \\\"stats\\\".\\\"mean_value\\\") / NULLIF(\\\"stats\\\".\\\"stddev_value\\\", 0.0) AS \\\"z_score\\\"\\n FROM \\\"n11\\\"\\n CROSS JOIN \\\"stats\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"z_score\"], \"rows\": [{\"28.7967\": \"14.8072\", \"16.0021\": \"7.0241\", \"2.6449\": \"2.3334\", \"0.3918\": \"0.8399\", \"0.1982\": \"0.6752\", \"27.7004\": \"-0.1555\", \"22.011\": \"-3.681\", \"-8.2027\": \"6.3785\", \"40.092\": \"63.6689\", \"81.8828\": \"178.037\", \"g\": \"g\", \"z_score\": 4.167396066261141}, {\"28.7967\": \"12.1929\", \"16.0021\": \"8.5395\", \"2.6449\": \"2.3128\", \"0.3918\": \"0.8467\", \"0.1982\": \"0.674\", \"27.7004\": \"8.4709\", \"22.011\": \"11.075\", \"-8.2027\": \"6.3586\", \"40.092\": \"27.2483\", \"81.8828\": \"263.954\", \"g\": \"g\", \"z_score\": 4.1565373926149345}, {\"28.7967\": \"19.5444\", \"16.0021\": \"5.6572\", \"2.6449\": \"2.2799\", \"0.3918\": \"0.8451\", \"0.1982\": \"0.643\", \"27.7004\": \"13.5508\", \"22.011\": \"19.5788\", \"-8.2027\": \"-5.5527\", \"40.092\": \"14.086\", \"81.8828\": \"180.542\", \"g\": \"h\", \"z_score\": 3.8760216567545847}, {\"28.7967\": \"15.2685\", \"16.0021\": \"3.8124\", \"2.6449\": \"2.325\", \"0.3918\": \"0.8676\", \"0.1982\": \"0.637\", \"27.7004\": \"18.2895\", \"22.011\": \"7.0555\", \"-8.2027\": \"-0.8019\", \"40.092\": \"56.7287\", \"81.8828\": \"219.8924\", \"g\": \"h\", \"z_score\": 3.8217282885235493}, {\"28.7967\": \"18.2285\", \"16.0021\": \"0\", \"2.6449\": \"2.2443\", \"0.3918\": \"0.8319\", \"0.1982\": \"0.6296\", \"27.7004\": \"-1.0258\", \"22.011\": \"4.6436\", \"-8.2027\": \"-0.0001\", \"40.092\": \"79.4702\", \"81.8828\": \"158.554\", \"g\": \"h\", \"z_score\": 3.754766467705273}, {\"28.7967\": \"31.0867\", \"16.0021\": \"8.1617\", \"2.6449\": \"2.5441\", \"0.3918\": \"0.7558\", \"0.1982\": \"0.6283\", \"27.7004\": \"-17.7821\", \"22.011\": \"-28.519\", \"-8.2027\": \"-7.0592\", \"40.092\": \"2.643\", \"81.8828\": \"293.1816\", \"g\": \"h\", \"z_score\": 3.743002904588548}, {\"28.7967\": \"19.0211\", \"16.0021\": \"5.8521\", \"2.6449\": \"2.357\", \"0.3918\": \"0.8615\", \"0.1982\": \"0.6264\", \"27.7004\": \"13.6638\", \"22.011\": \"18.7067\", \"-8.2027\": \"4.8082\", \"40.092\": \"21.155\", \"81.8828\": \"223.314\", \"g\": \"h\", \"z_score\": 3.7258100046487197}, {\"28.7967\": \"12.5842\", \"16.0021\": \"9.1948\", \"2.6449\": \"2.3493\", \"0.3918\": \"0.8143\", \"0.1982\": \"0.6242\", \"27.7004\": \"9.7645\", \"22.011\": \"10.0743\", \"-8.2027\": \"3.9707\", \"40.092\": \"35.09\", \"81.8828\": \"204.587\", \"g\": \"g\", \"z_score\": 3.7059024362973405}, {\"28.7967\": \"24.424\", \"16.0021\": \"9.2825\", \"2.6449\": \"2.4734\", \"0.3918\": \"0.7387\", \"0.1982\": \"0.6224\", \"27.7004\": \"11.1066\", \"22.011\": \"-9.3485\", \"-8.2027\": \"-2.9965\", \"40.092\": \"48.3799\", \"81.8828\": \"161.8753\", \"g\": \"h\", \"z_score\": 3.6896144258280295}, {\"28.7967\": \"12.6243\", \"16.0021\": \"9.2136\", \"2.6449\": \"2.2467\", \"0.3918\": \"0.8215\", \"0.1982\": \"0.6204\", \"27.7004\": \"9.8606\", \"22.011\": \"10.054\", \"-8.2027\": \"-6.7862\", \"40.092\": \"47.441\", \"81.8828\": \"57.7961\", \"g\": \"g\", \"z_score\": 3.6715166364176843}, {\"28.7967\": \"12.641\", \"16.0021\": \"9.2152\", \"2.6449\": \"2.2516\", \"0.3918\": \"0.8235\", \"0.1982\": \"0.619\", \"27.7004\": \"9.8947\", \"22.011\": \"10.0579\", \"-8.2027\": \"-7.2618\", \"40.092\": \"31.8219\", \"81.8828\": \"175.094\", \"g\": \"g\", \"z_score\": 3.658848183830443}, {\"28.7967\": \"15.9795\", \"16.0021\": \"7.1734\", \"2.6449\": \"2.3775\", \"0.3918\": \"0.847\", \"0.1982\": \"0.6184\", \"27.7004\": \"-2.4656\", \"22.011\": \"-7.6365\", \"-8.2027\": \"6.081\", \"40.092\": \"58.2907\", \"81.8828\": \"213.345\", \"g\": \"h\", \"z_score\": 3.653418847007339}, {\"28.7967\": \"12.7246\", \"16.0021\": \"9.0884\", \"2.6449\": \"2.2753\", \"0.3918\": \"0.8382\", \"0.1982\": \"0.618\", \"27.7004\": \"-9.919\", \"22.011\": \"-10.3376\", \"-8.2027\": \"9.0128\", \"40.092\": \"83.6171\", \"81.8828\": \"235.895\", \"g\": \"h\", \"z_score\": 3.6497992891252706}, {\"28.7967\": \"12.6531\", \"16.0021\": \"9.2325\", \"2.6449\": \"2.2368\", \"0.3918\": \"0.8232\", \"0.1982\": \"0.6174\", \"27.7004\": \"9.9375\", \"22.011\": \"10.0252\", \"-8.2027\": \"-7.3446\", \"40.092\": \"26.61\", \"81.8828\": \"205.79\", \"g\": \"g\", \"z_score\": 3.6443699523021666}, {\"28.7967\": \"19.1962\", \"16.0021\": \"7.2453\", \"2.6449\": \"2.6031\", \"0.3918\": \"0.7656\", \"0.1982\": \"0.6172\", \"27.7004\": \"13.8052\", \"22.011\": \"19.1667\", \"-8.2027\": \"-1.4198\", \"40.092\": \"29.2578\", \"81.8828\": \"251.85\", \"g\": \"h\", \"z_score\": 3.6425601733611326}, {\"28.7967\": \"19.1962\", \"16.0021\": \"7.2453\", \"2.6449\": \"2.6031\", \"0.3918\": \"0.7656\", \"0.1982\": \"0.6172\", \"27.7004\": \"13.8052\", \"22.011\": \"19.1667\", \"-8.2027\": \"-1.4198\", \"40.092\": \"29.2578\", \"81.8828\": \"251.85\", \"g\": \"h\", \"z_score\": 3.6425601733611326}, {\"28.7967\": \"16.7272\", \"16.0021\": \"10.9885\", \"2.6449\": \"2.5769\", \"0.3918\": \"0.7285\", \"0.1982\": \"0.6159\", \"27.7004\": \"8.9765\", \"22.011\": \"19.1379\", \"-8.2027\": \"-11.3508\", \"40.092\": \"28.904\", \"81.8828\": \"177.274\", \"g\": \"h\", \"z_score\": 3.6307966102444085}, {\"28.7967\": \"4.2835\", \"16.0021\": \"3.887\", \"2.6449\": \"2.3478\", \"0.3918\": \"0.8745\", \"0.1982\": \"0.6158\", \"27.7004\": \"4.9461\", \"22.011\": \"4.5045\", \"-8.2027\": \"-14.1755\", \"40.092\": \"21.7552\", \"81.8828\": \"229.9191\", \"g\": \"h\", \"z_score\": 3.6298917207738914}, {\"28.7967\": \"21.1773\", \"16.0021\": \"14.3914\", \"2.6449\": \"2.3021\", \"0.3918\": \"0.8617\", \"0.1982\": \"0.615\", \"27.7004\": \"-2.4848\", \"22.011\": \"5.5418\", \"-8.2027\": \"-12.7457\", \"40.092\": \"21.9203\", \"81.8828\": \"235.8099\", \"g\": \"h\", \"z_score\": 3.622652605009753}, {\"28.7967\": \"16.0411\", \"16.0021\": \"7.1442\", \"2.6449\": \"2.2999\", \"0.3918\": \"0.8521\", \"0.1982\": \"0.614\", \"27.7004\": \"-2.9404\", \"22.011\": \"-7.9366\", \"-8.2027\": \"-6.1496\", \"40.092\": \"62.18\", \"81.8828\": \"203.754\", \"g\": \"g\", \"z_score\": 3.6136037103045804}, {\"28.7967\": \"20.1279\", \"16.0021\": \"5.8291\", \"2.6449\": \"2.2707\", \"0.3918\": \"0.8257\", \"0.1982\": \"0.6139\", \"27.7004\": \"14.7993\", \"22.011\": \"19.3008\", \"-8.2027\": \"-5.8138\", \"40.092\": \"0.351\", \"81.8828\": \"197.262\", \"g\": \"g\", \"z_score\": 3.6126988208340634}, {\"28.7967\": \"16.082\", \"16.0021\": \"2.4686\", \"2.6449\": \"2.536\", \"0.3918\": \"0.8703\", \"0.1982\": \"0.6098\", \"27.7004\": \"2.05\", \"22.011\": \"6.6183\", \"-8.2027\": \"3.7406\", \"40.092\": \"67.027\", \"81.8828\": \"200.1501\", \"g\": \"h\", \"z_score\": 3.575598352542856}, {\"28.7967\": \"20.8989\", \"16.0021\": \"5.6895\", \"2.6449\": \"2.2589\", \"0.3918\": \"0.8099\", \"0.1982\": \"0.6088\", \"27.7004\": \"15.5585\", \"22.011\": \"19.6433\", \"-8.2027\": \"-6.1962\", \"40.092\": \"31.9848\", \"81.8828\": \"252.106\", \"g\": \"g\", \"z_score\": 3.5665494578376835}, {\"28.7967\": \"16.2188\", \"16.0021\": \"7.2375\", \"2.6449\": \"2.2753\", \"0.3918\": \"0.8382\", \"0.1982\": \"0.6074\", \"27.7004\": \"-2.244\", \"22.011\": \"-7.0165\", \"-8.2027\": \"5.8658\", \"40.092\": \"24.17\", \"81.8828\": \"175.554\", \"g\": \"g\", \"z_score\": 3.5538810052504424}, {\"28.7967\": \"21.4311\", \"16.0021\": \"6.9151\", \"2.6449\": \"2.5105\", \"0.3918\": \"0.8056\", \"0.1982\": \"0.6065\", \"27.7004\": \"10.0764\", \"22.011\": \"21.934\", \"-8.2027\": \"8.6743\", \"40.092\": \"38.947\", \"81.8828\": \"172.058\", \"g\": \"h\", \"z_score\": 3.545737000015787}, {\"28.7967\": \"16.1567\", \"16.0021\": \"4.9839\", \"2.6449\": \"2.2239\", \"0.3918\": \"0.792\", \"0.1982\": \"0.6051\", \"27.7004\": \"-14.5815\", \"22.011\": \"-3.4587\", \"-8.2027\": \"-4.6634\", \"40.092\": \"28.157\", \"81.8828\": \"77.9519\", \"g\": \"h\", \"z_score\": 3.533068547428545}, {\"28.7967\": \"13.3663\", \"16.0021\": \"8.0592\", \"2.6449\": \"2.4241\", \"0.3918\": \"0.8889\", \"0.1982\": \"0.6045\", \"27.7004\": \"10.4752\", \"22.011\": \"11.1805\", \"-8.2027\": \"-10.6035\", \"40.092\": \"5.787\", \"81.8828\": \"130.23\", \"g\": \"g\", \"z_score\": 3.5276392106054417}, {\"28.7967\": \"16.3542\", \"16.0021\": \"2.8156\", \"2.6449\": \"2.3509\", \"0.3918\": \"0.8484\", \"0.1982\": \"0.6005\", \"27.7004\": \"-16.7688\", \"22.011\": \"-13.2673\", \"-8.2027\": \"-5.1152\", \"40.092\": \"52.8764\", \"81.8828\": \"116.656\", \"g\": \"h\", \"z_score\": 3.4914436317847515}, {\"28.7967\": \"16.4192\", \"16.0021\": \"7.2124\", \"2.6449\": \"2.3064\", \"0.3918\": \"0.8444\", \"0.1982\": \"0.5951\", \"27.7004\": \"-3.036\", \"22.011\": \"-7.2376\", \"-8.2027\": \"-5.8913\", \"40.092\": \"38.836\", \"81.8828\": \"121.099\", \"g\": \"g\", \"z_score\": 3.442579600376819}, {\"28.7967\": \"19.3169\", \"16.0021\": \"6.0723\", \"2.6449\": \"2.4571\", \"0.3918\": \"0.8517\", \"0.1982\": \"0.5951\", \"27.7004\": \"14.7595\", \"22.011\": \"18.1737\", \"-8.2027\": \"-4.8309\", \"40.092\": \"45.3267\", \"81.8828\": \"116.554\", \"g\": \"h\", \"z_score\": 3.442579600376819}, {\"28.7967\": \"29.9698\", \"16.0021\": \"5.3825\", \"2.6449\": \"2.3314\", \"0.3918\": \"0.8298\", \"0.1982\": \"0.5897\", \"27.7004\": \"-24.1086\", \"22.011\": \"-24.6954\", \"-8.2027\": \"5.9855\", \"40.092\": \"9.344\", \"81.8828\": \"306.819\", \"g\": \"g\", \"z_score\": 3.393715568968888}, {\"28.7967\": \"12.8436\", \"16.0021\": \"9.5118\", \"2.6449\": \"2.3355\", \"0.3918\": \"0.8176\", \"0.1982\": \"0.5889\", \"27.7004\": \"10.669\", \"22.011\": \"9.429\", \"-8.2027\": \"-8.5526\", \"40.092\": \"54.421\", \"81.8828\": \"165.433\", \"g\": \"h\", \"z_score\": 3.3864764532047493}, {\"28.7967\": \"31.6496\", \"16.0021\": \"16.4815\", \"2.6449\": \"2.6057\", \"0.3918\": \"0.8585\", \"0.1982\": \"0.5878\", \"27.7004\": \"21.9778\", \"22.011\": \"34.3648\", \"-8.2027\": \"21.2481\", \"40.092\": \"77.386\", \"81.8828\": \"394.4193\", \"g\": \"h\", \"z_score\": 3.3765226690290597}, {\"28.7967\": \"29.1979\", \"16.0021\": \"5.5862\", \"2.6449\": \"2.2863\", \"0.3918\": \"0.8092\", \"0.1982\": \"0.5875\", \"27.7004\": \"14.6833\", \"22.011\": \"13.4088\", \"-8.2027\": \"-8.3881\", \"40.092\": \"83.602\", \"81.8828\": \"237.952\", \"g\": \"h\", \"z_score\": 3.373808000617508}, {\"28.7967\": \"12.8581\", \"16.0021\": \"9.527\", \"2.6449\": \"2.357\", \"0.3918\": \"0.8176\", \"0.1982\": \"0.5868\", \"27.7004\": \"10.7219\", \"22.011\": \"9.3931\", \"-8.2027\": \"8.6736\", \"40.092\": \"14.56\", \"81.8828\": \"39.9414\", \"g\": \"h\", \"z_score\": 3.367473774323887}, {\"28.7967\": \"12.8548\", \"16.0021\": \"9.5385\", \"2.6449\": \"2.2867\", \"0.3918\": \"0.8165\", \"0.1982\": \"0.5866\", \"27.7004\": \"-10.7293\", \"22.011\": \"-9.3624\", \"-8.2027\": \"-8.5784\", \"40.092\": \"73.8778\", \"81.8828\": \"99.625\", \"g\": \"g\", \"z_score\": 3.3656639953828527}, {\"28.7967\": \"12.8425\", \"16.0021\": \"9.585\", \"2.6449\": \"2.3646\", \"0.3918\": \"0.8121\", \"0.1982\": \"0.5853\", \"27.7004\": \"10.7643\", \"22.011\": \"9.2325\", \"-8.2027\": \"8.1413\", \"40.092\": \"0.7048\", \"81.8828\": \"141.538\", \"g\": \"h\", \"z_score\": 3.3539004322661286}, {\"28.7967\": \"12.9853\", \"16.0021\": \"9.3952\", \"2.6449\": \"2.2707\", \"0.3918\": \"0.8311\", \"0.1982\": \"0.5818\", \"27.7004\": \"10.8475\", \"22.011\": \"9.6944\", \"-8.2027\": \"9.8971\", \"40.092\": \"30.754\", \"81.8828\": \"87.7124\", \"g\": \"g\", \"z_score\": 3.3222293007980244}, {\"28.7967\": \"13.1551\", \"16.0021\": \"9.0786\", \"2.6449\": \"2.4191\", \"0.3918\": \"0.8495\", \"0.1982\": \"0.581\", \"27.7004\": \"-10.8994\", \"22.011\": \"-10.1658\", \"-8.2027\": \"10.5847\", \"40.092\": \"46.9567\", \"81.8828\": \"97.3209\", \"g\": \"g\", \"z_score\": 3.314990185033886}, {\"28.7967\": \"12.8908\", \"16.0021\": \"9.6284\", \"2.6449\": \"2.2266\", \"0.3918\": \"0.8131\", \"0.1982\": \"0.5786\", \"27.7004\": \"10.9329\", \"22.011\": \"9.1271\", \"-8.2027\": \"-8.6595\", \"40.092\": \"18.4308\", \"81.8828\": \"169.383\", \"g\": \"g\", \"z_score\": 3.293272837741472}, {\"28.7967\": \"16.8537\", \"16.0021\": \"7.3805\", \"2.6449\": \"2.3191\", \"0.3918\": \"0.8106\", \"0.1982\": \"0.5779\", \"27.7004\": \"-1.3889\", \"22.011\": \"-4.8314\", \"-8.2027\": \"5.1713\", \"40.092\": \"24.289\", \"81.8828\": \"86.004\", \"g\": \"h\", \"z_score\": 3.286938611447851}, {\"28.7967\": \"17.4193\", \"16.0021\": \"8.0879\", \"2.6449\": \"2.4728\", \"0.3918\": \"0.7508\", \"0.1982\": \"0.5774\", \"27.7004\": \"-1.0364\", \"22.011\": \"10.7335\", \"-8.2027\": \"9.1531\", \"40.092\": \"39.6144\", \"81.8828\": \"193.862\", \"g\": \"h\", \"z_score\": 3.2824141640952655}, {\"28.7967\": \"22.0941\", \"16.0021\": \"3.4378\", \"2.6449\": \"2.3174\", \"0.3918\": \"0.8507\", \"0.1982\": \"0.5761\", \"27.7004\": \"-2.0469\", \"22.011\": \"12.5024\", \"-8.2027\": \"-2.5684\", \"40.092\": \"37.1638\", \"81.8828\": \"180.6468\", \"g\": \"h\", \"z_score\": 3.2706506009785405}, {\"28.7967\": \"17.9679\", \"16.0021\": \"10.2856\", \"2.6449\": \"2.3763\", \"0.3918\": \"0.755\", \"0.1982\": \"0.5733\", \"27.7004\": \"8.7271\", \"22.011\": \"29.6393\", \"-8.2027\": \"-1.5511\", \"40.092\": \"28.8787\", \"81.8828\": \"248.6445\", \"g\": \"h\", \"z_score\": 3.2453136958040583}, {\"28.7967\": \"16.7618\", \"16.0021\": \"7.1765\", \"2.6449\": \"2.3738\", \"0.3918\": \"0.8499\", \"0.1982\": \"0.5729\", \"27.7004\": \"4.0671\", \"22.011\": \"6.7219\", \"-8.2027\": \"-5.8627\", \"40.092\": \"18.9207\", \"81.8828\": \"189.14\", \"g\": \"g\", \"z_score\": 3.2416941379219884}, {\"28.7967\": \"12.9947\", \"16.0021\": \"9.5535\", \"2.6449\": \"2.2776\", \"0.3918\": \"0.8232\", \"0.1982\": \"0.5726\", \"27.7004\": \"-11.0799\", \"22.011\": \"-9.3233\", \"-8.2027\": \"9.7537\", \"40.092\": \"83.93\", \"81.8828\": \"127.814\", \"g\": \"g\", \"z_score\": 3.238979469510437}, {\"28.7967\": \"20.8126\", \"16.0021\": \"6.0469\", \"2.6449\": \"2.2443\", \"0.3918\": \"0.7977\", \"0.1982\": \"0.5726\", \"27.7004\": \"16.5804\", \"22.011\": \"18.6435\", \"-8.2027\": \"-6.1087\", \"40.092\": \"49.2261\", \"81.8828\": \"59.3725\", \"g\": \"g\", \"z_score\": 3.238979469510437}, {\"28.7967\": \"12.8557\", \"16.0021\": \"9.8076\", \"2.6449\": \"2.4141\", \"0.3918\": \"0.79\", \"0.1982\": \"0.5723\", \"27.7004\": \"11.1126\", \"22.011\": \"8.5403\", \"-8.2027\": \"4.8509\", \"40.092\": \"78.748\", \"81.8828\": \"169.005\", \"g\": \"g\", \"z_score\": 3.2362648010988857}, {\"28.7967\": \"12.9954\", \"16.0021\": \"9.5666\", \"2.6449\": \"2.2492\", \"0.3918\": \"0.8225\", \"0.1982\": \"0.5718\", \"27.7004\": \"11.0988\", \"22.011\": \"9.2907\", \"-8.2027\": \"9.7372\", \"40.092\": \"29.77\", \"81.8828\": \"147.703\", \"g\": \"g\", \"z_score\": 3.2317403537462988}, {\"28.7967\": \"19.6419\", \"16.0021\": \"0\", \"2.6449\": \"2.2\", \"0.3918\": \"0.795\", \"0.1982\": \"0.571\", \"27.7004\": \"-0.5678\", \"22.011\": \"5.2697\", \"-8.2027\": \"0\", \"40.092\": \"34.817\", \"81.8828\": \"182.016\", \"g\": \"g\", \"z_score\": 3.2245012379821603}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.67}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5cbca91200c776c02845f66a31c958770074529 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:40:10.492383+00:00", + "ended_at": "2026-05-04T09:40:27.324567+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_464dcd89224437cc", + "problem_id": "v2p_n11_a53fe9a9c01350ad", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_464dcd89224437cc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_464dcd89224437cc", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 401, + "total_tokens": 22887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16762.15, + "sql_execution_elapsed_ms_total": 30.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_464dcd89224437cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..361408f4fb60e672580077a760223eda99f6d9ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:27.282819+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16762.15, "started_at": "2026-05-04T09:40:10.496632+00:00", "ended_at": "2026-05-04T09:40:27.259251+00:00", "prompt_metrics": {"chars": 7330, "bytes_utf8": 7330, "lines": 226, "estimated_tokens": 2395}, "response_metrics": {"chars": 846, "bytes_utf8": 846, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 401}, "stderr_preview": "2026-05-04T09:40:10.721586Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:13.062190Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"0.1982\\\" AS REAL) DESC;\",\"notes\":\"Used the requested template with measure_col bound to \\\"0.1982\\\". Replaced unsupported SQLite STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and cast the TEXT measure column to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38ea1dbb720c8684a8431ba4bccb4d6387139d5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_464dcd89224437cc/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_464dcd89224437cc", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 401, + "total_tokens": 22887, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 286, + "estimated_total_tokens": 2681, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16762.15, + "sql_execution_elapsed_ms_total": 30.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_464dcd89224437cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..081e3e705aa5891ac02b991f893f9ea3d367f581 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2297}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22386, "cached_input_tokens": 21888, "output_tokens": 144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..506ae15a29c03f07c26de94534fd4e5888f097cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_46f91922711630d5", + "api_calls": 0, + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2297, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11183.02, + "sql_execution_elapsed_ms_total": 9.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_46f91922711630d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d050ec4ffb4b14ab1281031537691919939253e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:25.433826+00:00", + "ended_at": "2026-05-04T09:34:36.616023+00:00", + "elapsed_ms": 11183.02, + "prompt_metrics": { + "chars": 7016, + "bytes_utf8": 7016, + "lines": 226, + "estimated_tokens": 2297 + }, + "stdout_metrics": { + "chars": 666, + "bytes_utf8": 666, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13226 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 352, + "bytes_utf8": 352, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 144 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbe031515aecd51138be8ef8e569100d668725b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8777020219585254c0dfe4b0b77655d5611e11a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-c349-79a2-8725-855223e5b6c4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"40.092\\\" and threshold 45.8841. Cast \\\"40.092\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22386,"cached_input_tokens":21888,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5beaabaac83b04a319759bad8552490b8b21bc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"40.092\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"40.092\" and threshold 45.8841. Cast \"40.092\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad4debdc2186d9d8e720f251b654c3d711f5a57a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:25.722624Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:28.082639Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:35.960483Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..43519b8f7896073ac1ae87ccd66a32dc9cad1b1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb6a4c96b6acf5bc22a2452922f0aa90e5a9cc50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_46f91922711630d5 +-- problem_id: v2p_n11_bbd849f77115f16a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("40.092" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76f1ae227d1548942310f42d63cd21f4c9ae79d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"40.092\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"40.092\\\" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f5760aa8e211a83d0c56b605683a764d8f64a27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:34:25.425330+00:00", + "ended_at": "2026-05-04T09:34:36.661577+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_46f91922711630d5", + "problem_id": "v2p_n11_bbd849f77115f16a", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=40.092.", + "bindings": { + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_46f91922711630d5.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_46f91922711630d5", + "api_calls": 0, + "input_tokens": 22386, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22530, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2297, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11183.02, + "sql_execution_elapsed_ms_total": 9.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_46f91922711630d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ba62fe54d4b1aaba17699d2b18443f23d70b99f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_46f91922711630d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:36.648544+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11183.02, "started_at": "2026-05-04T09:34:25.433826+00:00", "ended_at": "2026-05-04T09:34:36.616023+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2297}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22386, "cached_input_tokens": 21888, "output_tokens": 144}, "stderr_preview": "2026-05-04T09:34:25.722624Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:28.082639Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..71c48ee9b1379a79971261347772bdaa9b9c8827 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-880e-7eb2-b991-899a605e75e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f00a1ecd60944afeee70d84bca374ec6f287ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1727c1cd1de255a24a57a7bcf7bdaa5cfe161827 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:16:41.951603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:16:44.364919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:16:53.517335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d8a2b014978c2b77d07caf0fdf65355528738d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_4761e1f6b0c7510a +-- problem_id: v2p_n11_8e82d7275284c241 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b02abaf03c8676e53f36aa41e68d70d71236146 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.25}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff73e44585c1303d947ca27d655fcc1cd548568c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:16:41.703807+00:00", + "ended_at": "2026-05-04T09:16:54.230598+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4761e1f6b0c7510a", + "problem_id": "v2p_n11_8e82d7275284c241", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_4761e1f6b0c7510a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4761e1f6b0c7510a", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12487.9, + "sql_execution_elapsed_ms_total": 9.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4761e1f6b0c7510a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d74cdefd56ce39a25d9c91e9eff2f6e6f9f9cd21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4761e1f6b0c7510a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:16:54.213720+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12487.9, "started_at": "2026-05-04T09:16:41.708054+00:00", "ended_at": "2026-05-04T09:16:54.196058+00:00", "prompt_metrics": {"chars": 6977, "bytes_utf8": 6977, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T09:16:41.951603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:16:44.364919Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c77f395dfa3ca2efc5131a42c99640b4cbf1f4fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-fa5c-7660-8e4f-53832e894c9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and only the single available table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..45f9bb119072f1be72927561e68d64c03b5ff15f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and only the single available table/column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..149b3e4c4d2cce7eb79d4c1e04cb46dd37039254 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:15:00.147055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:02.615966Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:15:10.660433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b40e199b6a60eb508534174ae6bf06a4c075b8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_47b90262b731cc9e +-- problem_id: v2p_n11_13a33d72d40fc579 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b76d59603b5ef27f2c86ada76d35ea3234603913 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bff2ab7cb3561447768c4babaa4d68fe2041cee5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:14:59.917817+00:00", + "ended_at": "2026-05-04T09:15:11.642224+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_47b90262b731cc9e", + "problem_id": "v2p_n11_13a33d72d40fc579", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_47b90262b731cc9e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_47b90262b731cc9e", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11686.74, + "sql_execution_elapsed_ms_total": 9.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_47b90262b731cc9e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b34917b0cec4286cea0dbd1fda8ccc8259d9f663 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_47b90262b731cc9e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:11.624618+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11686.74, "started_at": "2026-05-04T09:14:59.921582+00:00", "ended_at": "2026-05-04T09:15:11.608257+00:00", "prompt_metrics": {"chars": 6980, "bytes_utf8": 6980, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 282, "bytes_utf8": 282, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T09:15:00.147055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:02.615966Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..05db95372244439b076efdbaac13b717524b0b61 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-f14b-77c1-8d81-f3c40c1eb80b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"28.7967\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"28.7967\\\" and num_tiles fixed at 10. CAST to REAL is needed because the SQLite schema stores this measure as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":226}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ca4ff88d78bf0685b05ac23569b6092815245e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"28.7967\",\n NTILE(10) OVER (ORDER BY CAST(\"28.7967\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"28.7967\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"28.7967\" AS REAL) DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"28.7967\" and num_tiles fixed at 10. CAST to REAL is needed because the SQLite schema stores this measure as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d37a2b8fa959d785247dc395b92d3881e0592992 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:31.961909Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:34.270907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:44.426022Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23906264b66ed69d3ea01fa40aea93aab6c4d062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967. +Result preview: [{"28.7967": "334.177"}, {"28.7967": "310.61"}, {"28.7967": "305.422"}, {"28.7967": "305.324"}, {"28.7967": "305.0961"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6963963e5c16043f68df060ad6c7aa738aff76bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_487476b14a77b629 +-- problem_id: v2p_n11_a413985eebc9b872 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "28.7967", + NTILE(10) OVER (ORDER BY CAST("28.7967" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "28.7967" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("28.7967" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72266ceb2f05d5a92b0e176da71704c323468b1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"28.7967\",\n NTILE(10) OVER (ORDER BY CAST(\"28.7967\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"28.7967\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"28.7967\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"28.7967\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"28.7967\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"28.7967\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\"], \"rows\": [{\"28.7967\": \"334.177\"}, {\"28.7967\": \"310.61\"}, {\"28.7967\": \"305.422\"}, {\"28.7967\": \"305.324\"}, {\"28.7967\": \"305.0961\"}, {\"28.7967\": \"303.5676\"}, {\"28.7967\": \"303.2787\"}, {\"28.7967\": \"299.9304\"}, {\"28.7967\": \"297.1239\"}, {\"28.7967\": \"295.672\"}, {\"28.7967\": \"294.3411\"}, {\"28.7967\": \"290.9274\"}, {\"28.7967\": \"289.856\"}, {\"28.7967\": \"287.7708\"}, {\"28.7967\": \"286.823\"}, {\"28.7967\": \"286.427\"}, {\"28.7967\": \"286.3977\"}, {\"28.7967\": \"285.8368\"}, {\"28.7967\": \"276.2766\"}, {\"28.7967\": \"276.247\"}, {\"28.7967\": \"273.4335\"}, {\"28.7967\": \"272.063\"}, {\"28.7967\": \"271.4508\"}, {\"28.7967\": \"271.437\"}, {\"28.7967\": \"270.5497\"}, {\"28.7967\": \"269.738\"}, {\"28.7967\": \"269.332\"}, {\"28.7967\": \"268.8506\"}, {\"28.7967\": \"268.5557\"}, {\"28.7967\": \"268.384\"}, {\"28.7967\": \"267.768\"}, {\"28.7967\": \"266.66\"}, {\"28.7967\": \"265.5827\"}, {\"28.7967\": \"265.5424\"}, {\"28.7967\": \"263.914\"}, {\"28.7967\": \"263.703\"}, {\"28.7967\": \"262.203\"}, {\"28.7967\": \"262.0263\"}, {\"28.7967\": \"261.9837\"}, {\"28.7967\": \"261.9504\"}, {\"28.7967\": \"261.8295\"}, {\"28.7967\": \"258.9368\"}, {\"28.7967\": \"258.7196\"}, {\"28.7967\": \"258.5767\"}, {\"28.7967\": \"257.9951\"}, {\"28.7967\": \"257.528\"}, {\"28.7967\": \"256.985\"}, {\"28.7967\": \"256.9246\"}, {\"28.7967\": \"256.792\"}, {\"28.7967\": \"256.245\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3893b46cccb77ab778e40ec895a9861d2812c823 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:33:31.705617+00:00", + "ended_at": "2026-05-04T09:33:45.330247+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_487476b14a77b629", + "problem_id": "v2p_n11_a413985eebc9b872", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_487476b14a77b629.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_487476b14a77b629", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 226, + "total_tokens": 22680, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2505, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13537.73, + "sql_execution_elapsed_ms_total": 49.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_487476b14a77b629\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..90eaeb90d2e956882efd938186b48deb8dc6b681 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_487476b14a77b629/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:45.272284+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13537.73, "started_at": "2026-05-04T09:33:31.715938+00:00", "ended_at": "2026-05-04T09:33:45.239315+00:00", "prompt_metrics": {"chars": 7253, "bytes_utf8": 7253, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 500, "bytes_utf8": 500, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 226}, "stderr_preview": "2026-05-04T09:33:31.961909Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:34.270907Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f150eb44b3d36496458d6f6e1e2ae60d6c59f5f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_49ae8090d115bc9f\n-- problem_id: v2p_n11_d2d8dc398d7427c8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_49ae8090d115bc9f\\n-- problem_id: v2p_n11_d2d8dc398d7427c8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 2.6959333333333335}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 2.713475}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 2.677225}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 2.6654625}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 2.6572066666666667}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 2.640426666666667}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 3.359328571428571}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 3.2401000000000004}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 3.1338714285714286}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 3.1261785714285715}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 3.0641571428571432}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 3.0289714285714284}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 3.01715}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 2.9960142857142857}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 2.983678571428572}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 2.9377142857142857}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 2.8954714285714287}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 2.8713357142857143}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 2.8529142857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 2.7622571428571425}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 2.6857285714285717}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 3.3088307692307692}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 3.2256230769230765}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 3.1487000000000003}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 3.0422461538461536}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 3.0234615384615386}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 2.9485615384615382}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 2.933746153846154}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 2.9054384615384614}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 2.8662076923076922}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 2.7772615384615382}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 2.587053846153846}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 3.4141333333333335}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 3.369358333333333}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 3.3541416666666666}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 3.2763416666666667}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 3.2590749999999997}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 3.2334666666666667}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 3.181433333333333}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 3.1112583333333332}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 3.1083666666666665}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 3.104525}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 3.102816666666667}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 3.0940666666666665}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 3.0859583333333336}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 2.9541583333333334}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 2.928141666666667}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 2.902483333333333}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 2.901475}, {\"0.1982\": \"0.1537\", \"support\": 12, \"avg_response\": 2.900575}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.26}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fd3deddd31b55ce982dc6f02f9cc4f046ec7b8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.721434+00:00", + "ended_at": "2026-05-04T09:41:38.753673+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_49ae8090d115bc9f", + "problem_id": "v2p_n11_d2d8dc398d7427c8", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_49ae8090d115bc9f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_49ae8090d115bc9f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1101570f38e73d3de60cbc3f433d195307a3a00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..06e4dff403f796a66528217f1ac54e50a4135fe1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4a35e82446793f13", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2474, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12272.84, + "sql_execution_elapsed_ms_total": 13.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4a35e82446793f13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e951c95d82a68a199f14bc10c7dcc0cb31f0472f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:39:10.531792+00:00", + "ended_at": "2026-05-04T09:39:22.800340+00:00", + "elapsed_ms": 12272.84, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6481 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c093a03828ea8d29c97e773fc901dd8d7be31ff6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d67dfc3fb4337b14eb75726cd022fca21c75841 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-1ce5-7371-84e5-ca3317884f9f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"-8.2027\\\" AS REAL)) > 10.94705\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL was added because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86dffbc91f073910d90bdaa2b9fa8c3959063a6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"-8.2027\" AS REAL)) > 10.94705\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"-8.2027\". CAST to REAL was added because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f3d7359c08ae49a9fd08d4124fc9c3cbd09833d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T09:39:10.762329Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:13.376757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6842e5e717bd39047f9109c66873b67b89238ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "total_measure": 2395.9448}, {"g": "g", "total_measure": 2362.0456}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa8a55f0257cbac494cedef723051c9df75009f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_4a35e82446793f13 +-- problem_id: v2p_n11_02725bb3167eeaea +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("-8.2027" AS REAL)) > 10.94705 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf8ed5187273e9b5d2c58db31abbeb5abc18acfe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"-8.2027\" AS REAL)) > 10.94705\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"-8.2027\\\" AS REAL)) > 10.94705\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 2395.9448}, {\"g\": \"g\", \"total_measure\": 2362.0456}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ba0e0c73d3f8c94ef9265f06c8f3c253dab7a1c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:39:10.526940+00:00", + "ended_at": "2026-05-04T09:39:22.838988+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4a35e82446793f13", + "problem_id": "v2p_n11_02725bb3167eeaea", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_4a35e82446793f13.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4a35e82446793f13", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2474, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12272.84, + "sql_execution_elapsed_ms_total": 13.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4a35e82446793f13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c654783a115281b8870e87e1139c1deb8868b6c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:22.816528+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12272.84, "started_at": "2026-05-04T09:39:10.531792+00:00", "ended_at": "2026-05-04T09:39:22.800340+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T09:39:10.762329Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:13.376757Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 10.94705\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL was added because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..348c8341c8cb53451c9ea97a03d498ccceee2cb7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4a35e82446793f13/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4a35e82446793f13", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2474, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12272.84, + "sql_execution_elapsed_ms_total": 13.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4a35e82446793f13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14bf011521916a57ca2df077d928b1f8d2acd40d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2047, "bytes_utf8": 2047, "lines": 1, "estimated_tokens": 692}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 1078}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c82de1e25a1e05d8e80e1cd8db756a785adbf08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4bbd0c68cf840149", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 1078, + "total_tokens": 23586, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 692, + "estimated_total_tokens": 3109, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28304.39, + "sql_execution_elapsed_ms_total": 91.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4bbd0c68cf840149\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1c165d45a77ce7ee0aa8ea41c74974263696239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:11:46.218437+00:00", + "ended_at": "2026-05-04T09:12:14.522962+00:00", + "elapsed_ms": 28304.39, + "prompt_metrics": { + "chars": 7553, + "bytes_utf8": 7553, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 2685, + "bytes_utf8": 2685, + "lines": 4, + "estimated_tokens": 998 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2047, + "bytes_utf8": 2047, + "lines": 1, + "estimated_tokens": 692 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 1078 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a10e004ed8dd47421b8a7b739629685155666a95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9c2b335c7da20266ebc65439f4b0342b586149 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df242-05b4-7a41-9ed2-ddbdb0a02bac"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" p\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY p.\\\"group_col\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"picked\\\"\\n)\\nSELECT\\n g.\\\"g\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") g\\nLEFT JOIN \\\"percentiles\\\" p\\n ON g.\\\"g\\\" = p.\\\"group_col\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 continuous percentile with window functions and linear interpolation on CAST(\\\"28.7967\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":1078}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16226c88022f1f9a3a20ee37f220848f6bd280a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"28.7967\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + (\"cnt\" - 1) * 0.95) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) = CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_value\"\n FROM \"positions\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY p.\"group_col\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"conditional_percentile\"\n FROM \"picked\"\n)\nSELECT\n g.\"g\",\n p.\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") g\nLEFT JOIN \"percentiles\" p\n ON g.\"g\" = p.\"group_col\"\nORDER BY p.\"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 0.95 continuous percentile with window functions and linear interpolation on CAST(\"28.7967\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b37b80a189bb6634f40221c0347c13a261c2a88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:11:46.404867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:11:48.899542Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:12:13.682145Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe472a0ff5abcb25aa71624b08e72e7d3bbb10e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 95.0338}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d5e37fdb0d2ccf97a21b36ff96ae3d63c49d25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/generated_sql.sql @@ -0,0 +1,70 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_4bbd0c68cf840149 +-- problem_id: v2p_n11_93d8b4edbcaa64fc +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("28.7967" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "28.7967" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + (1.0 + ("cnt" - 1) * 0.95) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.95) = CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure_value" END) AS "upper_value" + FROM "positions" p + JOIN "ranked" r + ON r."group_col" = p."group_col" + GROUP BY p."group_col", p."pos", p."lower_rn", p."upper_rn" +), +"percentiles" AS ( + SELECT + "group_col", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "conditional_percentile" + FROM "picked" +) +SELECT + g."g", + p."conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") g +LEFT JOIN "percentiles" p + ON g."g" = p."group_col" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4984ee816499b40000e1efd5d74b4fa24bdfa91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"28.7967\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"group_col\",\n (1.0 + (\"cnt\" - 1) * 0.95) AS \"pos\",\n CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (1.0 + (\"cnt\" - 1) * 0.95) = CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n THEN CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER)\n ELSE CAST((1.0 + (\"cnt\" - 1) * 0.95) AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n p.\"group_col\",\n p.\"pos\",\n p.\"lower_rn\",\n p.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = p.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = p.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_value\"\n FROM \"positions\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n GROUP BY p.\"group_col\", p.\"pos\", p.\"lower_rn\", p.\"upper_rn\"\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"conditional_percentile\"\n FROM \"picked\"\n)\nSELECT\n g.\"g\",\n p.\"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") g\nLEFT JOIN \"percentiles\" p\n ON g.\"g\" = p.\"group_col\"\nORDER BY p.\"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"group_col\\\",\\n (1.0 + (\\\"cnt\\\" - 1) * 0.95) AS \\\"pos\\\",\\n CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (1.0 + (\\\"cnt\\\" - 1) * 0.95) = CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n THEN CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER)\\n ELSE CAST((1.0 + (\\\"cnt\\\" - 1) * 0.95) AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n p.\\\"group_col\\\",\\n p.\\\"pos\\\",\\n p.\\\"lower_rn\\\",\\n p.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = p.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"positions\\\" p\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n GROUP BY p.\\\"group_col\\\", p.\\\"pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"picked\\\"\\n)\\nSELECT\\n g.\\\"g\\\",\\n p.\\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") g\\nLEFT JOIN \\\"percentiles\\\" p\\n ON g.\\\"g\\\" = p.\\\"group_col\\\"\\nORDER BY p.\\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 95.0338}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 91.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb8bd281c46866509e041101ea0002c95f6938c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:11:46.213928+00:00", + "ended_at": "2026-05-04T09:12:14.662834+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_4bbd0c68cf840149", + "problem_id": "v2p_n11_93d8b4edbcaa64fc", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_4bbd0c68cf840149.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_4bbd0c68cf840149", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 1078, + "total_tokens": 23586, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 692, + "estimated_total_tokens": 3109, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28304.39, + "sql_execution_elapsed_ms_total": 91.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_4bbd0c68cf840149\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8986a4653745047de35ea463a9efe970ede10c0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_4bbd0c68cf840149/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:12:14.559372+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28304.39, "started_at": "2026-05-04T09:11:46.218437+00:00", "ended_at": "2026-05-04T09:12:14.522962+00:00", "prompt_metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 2047, "bytes_utf8": 2047, "lines": 1, "estimated_tokens": 692}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 1078}, "stderr_preview": "2026-05-04T09:11:46.404867Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:11:48.899542Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb8665d9e2f85f47372559ff40ed6a70c4c6d4a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_510a8e30664c2029\n-- problem_id: v2p_n11_7cc9f3a4c8181206\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_510a8e30664c2029\\n-- problem_id: v2p_n11_7cc9f3a4c8181206\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 43.957438888888895}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 53.64070625}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 43.738075}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 32.29499375}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 44.64872666666667}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 38.382733333333334}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 94.1807357142857}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 79.62082857142856}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 77.41425714285715}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 76.45781428571429}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 74.09357142857142}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 72.58167857142857}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 69.55346428571428}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 66.84429285714285}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 64.83754285714285}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 59.73997857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 56.44932857142857}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 51.146385714285714}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 50.093228571428575}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 49.817485714285716}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 48.17647857142857}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 82.31993846153847}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 78.75260769230769}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 72.05336153846154}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 67.98605384615385}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 60.72507692307693}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 56.72139230769231}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 55.593907692307695}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 51.3609076923077}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 47.47032307692307}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 47.18357692307692}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 27.97213846153846}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 85.73356666666666}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 81.63821666666666}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 80.175025}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 78.5406}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 77.343675}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 73.122675}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 72.42529166666667}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 70.69989166666666}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 69.61889166666667}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 69.00594166666666}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 68.77254166666667}, {\"0.1982\": \"0.1898\", \"support\": 12, \"avg_response\": 67.99460833333333}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 66.205775}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 63.801566666666666}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 63.58295833333333}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 63.41340833333334}, {\"0.1982\": \"0.1479\", \"support\": 12, \"avg_response\": 62.204275}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 58.73806666666667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.24}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c36980d3bd878d39c89829b3b01d131959a8b0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.660954+00:00", + "ended_at": "2026-05-04T09:41:38.688727+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_510a8e30664c2029", + "problem_id": "v2p_n11_7cc9f3a4c8181206", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_510a8e30664c2029.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510a8e30664c2029/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c87c5a9557eb601668f9e343c940b57ae8dfb10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7210, "bytes_utf8": 7210, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd12f0177207b66a3363d84c85cb76381d8297ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_510fcdee0b0849f1", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12151.69, + "sql_execution_elapsed_ms_total": 21.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_510fcdee0b0849f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39725b8d090180a9c31c2f21cf2441a5ee0f0f0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:04.586150+00:00", + "ended_at": "2026-05-04T09:18:16.737796+00:00", + "elapsed_ms": 12151.69, + "prompt_metrics": { + "chars": 7210, + "bytes_utf8": 7210, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 763, + "bytes_utf8": 763, + "lines": 4, + "estimated_tokens": 224 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd457ec44d47b7a4ba6906ea8846a9bf744f0b39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c69fa66213d49592f6c906fa40d6c48c2d7bb35 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-cbad-7a12-89d1-3ea40bc0b005"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". CAST to REAL ensures SQLite computes the average numerically because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8cbcff2295abae1aecf2202ea3ef02a970dc049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"2.6449\". CAST to REAL ensures SQLite computes the average numerically because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e00958edd2f6b45c15026ab264c54c7d5c671f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:04.789234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:07.147687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:16.088488Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c45cf6fb599041b697beb5b3391700f821c1386d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "avg_measure": 2.7840325926526637, "support": 12331}, {"g": "h", "avg_measure": 2.9006088217703345, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47892d2170944399eac8f51e233607b59d0fbb0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_510fcdee0b0849f1 +-- problem_id: v2p_n11_256eaf3caf57cd93 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("2.6449" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a31a45b9e06b3990f78a6577f8fdbb6d0bab4565 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 2.7840325926526637, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 2.9006088217703345, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.47}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6d854560a994085b2166ab2b25b4d0d5f6f56c92 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:18:04.581758+00:00", + "ended_at": "2026-05-04T09:18:16.798507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_510fcdee0b0849f1", + "problem_id": "v2p_n11_256eaf3caf57cd93", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_510fcdee0b0849f1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_510fcdee0b0849f1", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12151.69, + "sql_execution_elapsed_ms_total": 21.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_510fcdee0b0849f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ddc4edac61c8951c55813c51a921ca3413a115d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:16.758938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12151.69, "started_at": "2026-05-04T09:18:04.586150+00:00", "ended_at": "2026-05-04T09:18:16.737796+00:00", "prompt_metrics": {"chars": 7210, "bytes_utf8": 7210, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T09:18:04.789234Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:07.147687Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". CAST to REAL ensures SQLite computes the average numerically because the schema stores feature values as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f506661a7bf8e700a3a1da013ae7274526a6069 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_510fcdee0b0849f1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_510fcdee0b0849f1", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12151.69, + "sql_execution_elapsed_ms_total": 21.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_510fcdee0b0849f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9918c347c512d5e3d448c615540a56b03a16dd7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b463827156612589450224504661829d4813a454 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_52f3a8b3c8334e78", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 22669, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12614.59, + "sql_execution_elapsed_ms_total": 9.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_52f3a8b3c8334e78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0e2398909688312714337be0715cd04215042394 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:27.973137+00:00", + "ended_at": "2026-05-04T09:00:40.588222+00:00", + "elapsed_ms": 12614.59, + "prompt_metrics": { + "chars": 7306, + "bytes_utf8": 7306, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 392, + "bytes_utf8": 392, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 216 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4414d1439cfe566c90c8ba9ac7f332ec43b1c3cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..45fdcbcbebb94981915cbdff28a5dbee645bd037 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-ac6b-7cf0-9a56-c5b7a1d4a9da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='g'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":216}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffb4ea8cdb4c56edeb1b111fd3c9606e2cc6877e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='g'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93d1c8b5c163fe49f3d4541402d90ed9d7840c3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:28.236290Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:30.596084Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:39.591385Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ece91eac395a9d28ef6763e9f4e9c9541d9f60d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_52f3a8b3c8334e78 +-- problem_id: v2p_n11_dc8570636e47c267 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7083c393dcec7f218512aa0675f2df62fcc8aac6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..238dd3cc47806143d1e1f1f52953bfa4a2ffc95f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:00:27.968768+00:00", + "ended_at": "2026-05-04T09:00:40.624661+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_52f3a8b3c8334e78", + "problem_id": "v2p_n11_dc8570636e47c267", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_52f3a8b3c8334e78.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_52f3a8b3c8334e78", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 216, + "total_tokens": 22669, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12614.59, + "sql_execution_elapsed_ms_total": 9.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_52f3a8b3c8334e78\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bad10bc2de803889a4b23727dd59b6aff783b225 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_52f3a8b3c8334e78/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:40.603287+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12614.59, "started_at": "2026-05-04T09:00:27.973137+00:00", "ended_at": "2026-05-04T09:00:40.588222+00:00", "prompt_metrics": {"chars": 7306, "bytes_utf8": 7306, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 216}, "stderr_preview": "2026-05-04T09:00:28.236290Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:30.596084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..098e3c0ff254a623c6da949bd5c09b281c22c58b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-8efd-7633-af35-b809f2ce4a14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure to REAL because the schema stores it as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":197}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34c627790f2b75ce34843342470c21c72b3f4eca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"0.1982\". Cast the measure to REAL because the schema stores it as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3e2270b4d8575198afdb107794ee515af6b2a95 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:54.786697Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:57.190219Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:09.829651Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d33850dd1b96b91249099fa9ee40ba72697cd3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019, "support": 12331}, {"g": "h", "avg_measure": 0.21393726076555025, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..619615309eb2a14b9ff4bdca3a905db2ce941be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_530376618de975f8 +-- problem_id: v2p_n11_f27f65295f2edb44 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b52063e36a09cf159fca9e97393991ac6bf386ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.4}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb1dbe6f61ac2864c74d121a42e1b7ec604a0b05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:18:54.579854+00:00", + "ended_at": "2026-05-04T09:19:10.687890+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_530376618de975f8", + "problem_id": "v2p_n11_f27f65295f2edb44", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_530376618de975f8.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_530376618de975f8", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 22637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16063.57, + "sql_execution_elapsed_ms_total": 13.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_530376618de975f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4e5096212658b1c9735bb7e7832309c1d4c3d2f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:10.666527+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16063.57, "started_at": "2026-05-04T09:18:54.585339+00:00", "ended_at": "2026-05-04T09:19:10.648811+00:00", "prompt_metrics": {"chars": 7210, "bytes_utf8": 7210, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 197}, "stderr_preview": "2026-05-04T09:18:54.786697Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:57.190219Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure to REAL because the schema stores it as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f326012a29aeeb69bb708d1fa0f89ca8b2f5eb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530376618de975f8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_530376618de975f8", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 197, + "total_tokens": 22637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16063.57, + "sql_execution_elapsed_ms_total": 13.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_530376618de975f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d4f7e519dfcc5b4515cbf6d518647660415e166 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": 2318}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3402fc0ee4d4de008ee430a11451b88d2153c779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_530ce603899c22aa", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 22567, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12128.8, + "sql_execution_elapsed_ms_total": 57.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_530ce603899c22aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd9e1794f25002736235d1923db0c8321ddac00c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:40.978887+00:00", + "ended_at": "2026-05-04T09:05:53.100127+00:00", + "elapsed_ms": 12128.8, + "prompt_metrics": { + "chars": 7155, + "bytes_utf8": 7155, + "lines": 228, + "estimated_tokens": 2318 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1bfd69cc63045ed96adda7f1a2409b5eb8a4fd60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1974c06de927eedf0e98d975d47c6d7c763874dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-72f1-7612-9cf7-0b046339aab1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL is needed because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":19840,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99d6bf79a7426a6bf4d0e8bb8a6ed1c1fbb8b3ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL is needed because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a91b65de8fb71efff35e3194c9af8ece98709144 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:41.184940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:43.753329Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:52.359004Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97c71eadd3581928c4e05d2efc4c656369a5674e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ead9fa1bbc6233083fb97f7fcdc95cac90698fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_530ce603899c22aa +-- problem_id: v2p_n11_7a575b48178cbb0a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bdca439f4f10cc46e1fc62273950ddf04d26b31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2de887e39afb3ff5ab0bf9462fe57f60eac4d91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:05:40.974880+00:00", + "ended_at": "2026-05-04T09:05:53.195119+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_530ce603899c22aa", + "problem_id": "v2p_n11_7a575b48178cbb0a", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_530ce603899c22aa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_530ce603899c22aa", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 158, + "total_tokens": 22567, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12128.8, + "sql_execution_elapsed_ms_total": 57.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_530ce603899c22aa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9059b735469680b4c01ca7d5c07337a3d1a9f4bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_530ce603899c22aa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:53.127876+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12128.8, "started_at": "2026-05-04T09:05:40.978887+00:00", "ended_at": "2026-05-04T09:05:53.100127+00:00", "prompt_metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:05:41.184940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:43.753329Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60e59eeea4d7720cc85678d83f9fed972888a220 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-1028-7210-901a-2ec4056fba54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", predicate_col=\\\"40.092\\\", predicate_op=\\\">=\\\", predicate_value=45.8841, and top_k=14. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":245}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48437e86ef728c3c3311142ac7f8471415175394 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the provided Top-k Group Sum with Filter template with group_col=\"g\", measure_col=\"0.1982\", predicate_col=\"40.092\", predicate_op=\">=\", predicate_value=45.8841, and top_k=14. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b70ac3084ac2ed7280ea6442f832f1f66df7dcdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:38.912857Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:41.275698Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:50.717469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb7e70b9d88252d142a43ac94c64fcf382cef557 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "h", "total_measure": 671.4571}, {"g": "g", "total_measure": 487.36560000000003}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7304d696b8bd98afea147e73985c105559ca347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_5479885c514403b9 +-- problem_id: v2p_n11_76957c4202f99840 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b56e85c7abb7fe3a67207844aa2c44b3e65b4dbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"40.092\" AS REAL) >= 45.8841\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"40.092\\\" AS REAL) >= 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 671.4571}, {\"g\": \"g\", \"total_measure\": 487.36560000000003}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..50795b9bbc42fd9be5bea847f78c88f83b772c6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:21:38.708624+00:00", + "ended_at": "2026-05-04T09:21:51.555169+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5479885c514403b9", + "problem_id": "v2p_n11_76957c4202f99840", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "40.092", + "predicate_op": ">=", + "predicate_value": 45.8841, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5479885c514403b9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5479885c514403b9", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 245, + "total_tokens": 22724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12801.28, + "sql_execution_elapsed_ms_total": 10.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5479885c514403b9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93ab15ef9b973a3b83e489b606eca7d75ca5e485 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:51.533753+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12801.28, "started_at": "2026-05-04T09:21:38.712473+00:00", "ended_at": "2026-05-04T09:21:51.513769+00:00", "prompt_metrics": {"chars": 7346, "bytes_utf8": 7346, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 245}, "stderr_preview": "2026-05-04T09:21:38.912857Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:41.275698Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 45.8841\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", predicate_col=\\\"40.092\\\", predicate_op=\\\">=\\\", predicate_value=45.8841, and top_k=14. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f6d81e75d0d8c0df3e486852ceb05557e7a8c3b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5479885c514403b9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5479885c514403b9", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 245, + "total_tokens": 22724, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2535, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12801.28, + "sql_execution_elapsed_ms_total": 10.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5479885c514403b9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07cf6a752e76cf7953d77d35dbc7688a3768138f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22453, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..632c8c54ec2949d4462ff114d1ae8b0d4a9fc828 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_55e02af1474298a2", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22591, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2458, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13667.74, + "sql_execution_elapsed_ms_total": 9.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_55e02af1474298a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5ac36f6cac56a5f64134deb391405f647f5ac22c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:56.905156+00:00", + "ended_at": "2026-05-04T09:03:10.572558+00:00", + "elapsed_ms": 13667.74, + "prompt_metrics": { + "chars": 7305, + "bytes_utf8": 7305, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 695, + "bytes_utf8": 695, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13224 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..143b4ade0ca231c90481d99991700ec5d1b1d892 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..927033829311bf4d2724fd909acd5ad4dfee56e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-f24e-7702-9fec-ef83a48b0a05"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Used SQLite-compatible syntax and double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27f4b78c602c55d6f43e866d11bde92ddcd335f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\". Used SQLite-compatible syntax and double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..547da38215ea1d1bbccbd1e69de89722f67b8d29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:57.183356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:59.642660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:09.734031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..81280ceb88f0c7f6f3d53d9e90a0dc2225510b6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_55e02af1474298a2 +-- problem_id: v2p_n11_57c45b17fe6a2d18 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0daae2286380c3ca1023f3d7f5dd2740cc6ca618 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..751f4c860baed549c561e0d2df4ba360f126cbaf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:02:56.900989+00:00", + "ended_at": "2026-05-04T09:03:10.606886+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_55e02af1474298a2", + "problem_id": "v2p_n11_57c45b17fe6a2d18", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_55e02af1474298a2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_55e02af1474298a2", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22591, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2458, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13667.74, + "sql_execution_elapsed_ms_total": 9.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_55e02af1474298a2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db554fe78f96403dd24eef3746fa77747c68673e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_55e02af1474298a2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:10.590021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13667.74, "started_at": "2026-05-04T09:02:56.905156+00:00", "ended_at": "2026-05-04T09:03:10.572558+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22453, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:02:57.183356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:59.642660Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f41623a5645c545086e4745327347ec7fbaa21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-412f-7283-808a-9998f8ab8db7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", measuring the within-group proportion of rows where target g equals 'h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":121}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..637bc1219fe44ae4224e438634783ef25a376136 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", measuring the within-group proportion of rows where target g equals 'h'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb99d258edc581450c6eaf6d2049a1bfef3b7703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:06.300075Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:08.695231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:18.393532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1459a01712e46eba9eb6fc93a3c5e37bc2e86c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e06ac45477cbd9b66cb1e70eabcbe7f25b065c13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_590e71fa300e50ac +-- problem_id: v2p_n11_2b39d1441ae2df76 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..882162adc1ead6b65134474aa4897dcd69154f78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.14}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c91ce9678e1217ca329f16b08b09cc89a84d5f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:01:06.025425+00:00", + "ended_at": "2026-05-04T09:01:19.225631+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_590e71fa300e50ac", + "problem_id": "v2p_n11_2b39d1441ae2df76", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_590e71fa300e50ac.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_590e71fa300e50ac", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 121, + "total_tokens": 22574, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2462, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13157.7, + "sql_execution_elapsed_ms_total": 10.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_590e71fa300e50ac\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b656d5606465e826eef2ae8a442a682d1fe94ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_590e71fa300e50ac/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:19.206395+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13157.7, "started_at": "2026-05-04T09:01:06.030174+00:00", "ended_at": "2026-05-04T09:01:19.187371+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 121}, "stderr_preview": "2026-05-04T09:01:06.300075Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:08.695231Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc799fcccf2b571dbe6bd67b478038d3488a2438 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-ef13-7a82-acd5-584f6cc4bc2a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"81.8828\\\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the planned Threshold Rarity CDF template with measure_col bound to \\\"81.8828\\\" and measure_threshold fixed at 240.56455. Cast to REAL for correct numeric comparison because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0d99adb65d91f6e926232cb31650988f0752ac0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"81.8828\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the planned Threshold Rarity CDF template with measure_col bound to \"81.8828\" and measure_threshold fixed at 240.56455. Cast to REAL for correct numeric comparison because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0148858d22584406955c24f8f8a3d6cdd865bd1f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:36.870864Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:39.206786Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:46.741497Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b176e594fba53a80ae40a3880cc131d1f4023847 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..147754b9030ce0de2a233a0a37964ce9eb454898 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_5998c8a1240062b6 +-- problem_id: v2p_n11_c3fcedfa735175e4 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("81.8828" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f4a7dadcafa36e2ed1dfd375582e2ece3d0b8b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"81.8828\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"81.8828\\\" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8f6167e169ae1542d991b4ee1e36670d50b94b81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:34:36.669573+00:00", + "ended_at": "2026-05-04T09:34:47.882923+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5998c8a1240062b6", + "problem_id": "v2p_n11_c3fcedfa735175e4", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828.", + "bindings": { + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5998c8a1240062b6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5998c8a1240062b6", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 22510, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2405, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11170.41, + "sql_execution_elapsed_ms_total": 8.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5998c8a1240062b6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d4011640e17bd22a142df2ffe44d970f7f4b912 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5998c8a1240062b6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:47.864768+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11170.41, "started_at": "2026-05-04T09:34:36.673614+00:00", "ended_at": "2026-05-04T09:34:47.844385+00:00", "prompt_metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T09:34:36.870864Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:39.206786Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e01a6feb3fb4f6c883125366aefde7753a26df4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-b8e1-7a00-9fcb-a6e3cc7953f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24cae18d293010d903342833c4a6afa017ffc0aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aad50307c68e32e48645f3843e7ea7b41def937b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:16:54.429168Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:16:56.808783Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:03.663141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b69337aef8349f53f359a9aa3e6ca665b4fcd479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_5a86a4a41900ee53 +-- problem_id: v2p_n11_cdf0b3f03c7fc010 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bee917d9e1db9967fb438b1749e118fbdb5d357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b12a30a47ea403dc24a7013afea419614dafdfc6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:16:54.232666+00:00", + "ended_at": "2026-05-04T09:17:04.441798+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5a86a4a41900ee53", + "problem_id": "v2p_n11_cdf0b3f03c7fc010", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5a86a4a41900ee53.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5a86a4a41900ee53", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10164.62, + "sql_execution_elapsed_ms_total": 10.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5a86a4a41900ee53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d4575b584de5cd1523561a5309f45d93da6e2b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5a86a4a41900ee53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:04.420461+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10164.62, "started_at": "2026-05-04T09:16:54.236782+00:00", "ended_at": "2026-05-04T09:17:04.401765+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 268, "bytes_utf8": 268, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T09:16:54.429168Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:16:56.808783Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..955a3a0fac89703d94e568aedbd9103b73cb3dde --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-98d8-7d21-adc9-93f355c07c48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"40.092\\\", predicate_col=\\\"16.0021\\\", predicate_op=\\\">=\\\", predicate_value=24.73995, and top_k=13. Cast TEXT numeric fields to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22478,"cached_input_tokens":21888,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c1623faf2f8efe31b8cbf6dd2f3d0f71215a873 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required Top-k Group Sum with Filter template with group_col=\"g\", measure_col=\"40.092\", predicate_col=\"16.0021\", predicate_op=\">=\", predicate_value=24.73995, and top_k=13. Cast TEXT numeric fields to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19d9f3663d6732de902585784990a8096697f1fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:19.439452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:21.777109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:29.823867Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f6857d3e7aafb42dafe7d18f4ab2d5c36092fad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "total_measure": 102412.8499}, {"g": "g", "total_measure": 20118.6299}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9737c5a7075a713b44c49f96178cfe7f66f74b99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_5c94ee234f5f7590 +-- problem_id: v2p_n11_5faf7762851d7fe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cd882644319691a6a305defa07fd0e31319eac8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"40.092\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"40.092\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 102412.8499}, {\"g\": \"g\", \"total_measure\": 20118.6299}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7977ec51ea3f28c1c18f93198ca5cd1baafcda24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:23:19.240324+00:00", + "ended_at": "2026-05-04T09:23:30.704159+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5c94ee234f5f7590", + "problem_id": "v2p_n11_5faf7762851d7fe4", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5c94ee234f5f7590.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5c94ee234f5f7590", + "api_calls": 0, + "input_tokens": 22478, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2389, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11419.27, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5c94ee234f5f7590\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7395a34fe3be6c7067511db915bfe721471b9b4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:30.684529+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11419.27, "started_at": "2026-05-04T09:23:19.245156+00:00", "ended_at": "2026-05-04T09:23:30.664682+00:00", "prompt_metrics": {"chars": 7348, "bytes_utf8": 7348, "lines": 232, "estimated_tokens": 2389}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22478, "cached_input_tokens": 21888, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:23:19.439452Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:21.777109Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"g\\\", measure_col=\\\"40.092\\\", predicate_col=\\\"16.0021\\\", predicate_op=\\\">=\\\", predicate_value=24.73995, and top_k=13. Cast TEXT numeric fields to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11cb08840a85acd41240544a3b132a2d07884607 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5c94ee234f5f7590/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5c94ee234f5f7590", + "api_calls": 0, + "input_tokens": 22478, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2389, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2533, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11419.27, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5c94ee234f5f7590\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..50bfb1a9fbc629d5a0c78707424a643a2227fb58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..928aaad3cb903daab9f3322c8e6bc99ce34d0684 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5d98f633e1355e7b", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22590, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2454, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12198.07, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5d98f633e1355e7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5a0793646c8a133f68325d76c2c3ba20ad142485 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:44.664802+00:00", + "ended_at": "2026-05-04T09:02:56.860675+00:00", + "elapsed_ms": 12198.07, + "prompt_metrics": { + "chars": 7299, + "bytes_utf8": 7299, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 335, + "bytes_utf8": 335, + "lines": 1, + "estimated_tokens": 92 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb411a96c2f7ef8986babcb039d2c57df20a9db2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a6b684e50c7d7e707cd3acaef1b7a4d5d8ee12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-c234-7c01-bb81-4b87cffae81e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23046fb693958272f3177bf0cb6518a2580752e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9368ce4ba8e78668c0ff304d79dc2098e9ec2a4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:44.841009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:47.181166Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:56.292883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1459a01712e46eba9eb6fc93a3c5e37bc2e86c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..acb86f8b59bd3fa8ceca41932420635e008f873d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_5d98f633e1355e7b +-- problem_id: v2p_n11_ecbfbe8ead80a8ce +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e74c9746b78f7ba8f346927d0c66c2acd24fd392 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.31}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6cdab29bc1422544b6ff4aecec2b2bc464da626 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:02:44.659219+00:00", + "ended_at": "2026-05-04T09:02:56.899144+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5d98f633e1355e7b", + "problem_id": "v2p_n11_ecbfbe8ead80a8ce", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5d98f633e1355e7b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5d98f633e1355e7b", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22590, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2454, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12198.07, + "sql_execution_elapsed_ms_total": 10.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5d98f633e1355e7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e335c55174dcabfe9c1d77ff57c67239241bcbd6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5d98f633e1355e7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:56.880988+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12198.07, "started_at": "2026-05-04T09:02:44.664802+00:00", "ended_at": "2026-05-04T09:02:56.860675+00:00", "prompt_metrics": {"chars": 7299, "bytes_utf8": 7299, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T09:02:44.841009Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:47.181166Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f45b0ac7ac51916cbf447368a9b1470a5b695af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-1844-7441-9d82-6c94a33b4192"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.1982\\\" AS REAL)) > 0.2474\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22441,"cached_input_tokens":21888,"output_tokens":173}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96afa3f00b5b2b5e5bda5f54641c87b97a9300e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.1982\" AS REAL)) > 0.2474\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"0.1982\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11edcdb3f7533ab06d30002fe284fded903df5b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:04.043666Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:06.587582Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:15.321507Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b40e4b6aa26aa435f019c2b9ba9cc299276f86f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "total_measure": 2651.7681}, {"g": "h", "total_measure": 1430.8124}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7226ebfa7c5323c3221179fcb73d91dfe7d9e35a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_5da9d131b70c7945 +-- problem_id: v2p_n11_96e7a8e262e9fc96 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.1982" AS REAL)) > 0.2474 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3061af893a57d0bb0ef3125c92be9c5495d553a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"0.1982\" AS REAL)) > 0.2474\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"0.1982\\\" AS REAL)) > 0.2474\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 2651.7681}, {\"g\": \"h\", \"total_measure\": 1430.8124}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.76}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2fd1063d32be4f2364ab1e7a01a872f90e8d735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:38:03.824951+00:00", + "ended_at": "2026-05-04T09:38:16.233618+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5da9d131b70c7945", + "problem_id": "v2p_n11_96e7a8e262e9fc96", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5da9d131b70c7945.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5da9d131b70c7945", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 173, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12339.29, + "sql_execution_elapsed_ms_total": 21.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5da9d131b70c7945\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a189d42575be31d5b249709bccb0a57280a55e3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:38:16.198434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12339.29, "started_at": "2026-05-04T09:38:03.829083+00:00", "ended_at": "2026-05-04T09:38:16.168662+00:00", "prompt_metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": 2352}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 173}, "stderr_preview": "2026-05-04T09:38:04.043666Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:06.587582Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.2474\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..11ebcb21437de1726cace82a6984279c95c2059d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5da9d131b70c7945/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5da9d131b70c7945", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 173, + "total_tokens": 22614, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2473, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12339.29, + "sql_execution_elapsed_ms_total": 21.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5da9d131b70c7945\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72fda26b6682618a7460adf09466a818e5c5bf59 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7af594d5e1d219309664af0918948bc35ffaf9d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5df07de5e0960b7a", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22557, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10958.27, + "sql_execution_elapsed_ms_total": 58.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5df07de5e0960b7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0760128f8ed44ca43d5c708255f4865e1871d9ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:58.845377+00:00", + "ended_at": "2026-05-04T09:08:09.803554+00:00", + "elapsed_ms": 10958.27, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ba840bd5e325a33dc7bf95a4c5f82edbe2fe489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..19ed7d95a61c3693d2fda46fef07e72dbc1f1bae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-8d6e-76a2-918f-6b2f18569191"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure column to REAL because the schema stores it as TEXT and AVG in SQLite should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c37d2e982244baea7856240d3b0ad1c37c8e541c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"g\" and measure_col=\"16.0021\". Cast the measure column to REAL because the schema stores it as TEXT and AVG in SQLite should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd971b9f2bb4a644215de9d7f612c329750b1e4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:59.020959Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:01.406611Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:08.874185Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86397fd175f511b1dfd5fba66282f4aa3f567d9b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b671acfa32f6e82fd1242d186b823c2ca717d68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_5df07de5e0960b7a +-- problem_id: v2p_n11_ad0ea2ce438323a1 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1ec47f327e0bdaafaa1917859e0be41d26c631e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f1d43f4fa92c8eafee1a9298f61c8e42a8bab97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:07:58.840417+00:00", + "ended_at": "2026-05-04T09:08:09.890133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5df07de5e0960b7a", + "problem_id": "v2p_n11_ad0ea2ce438323a1", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5df07de5e0960b7a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5df07de5e0960b7a", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22557, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2424, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10958.27, + "sql_execution_elapsed_ms_total": 58.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5df07de5e0960b7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcc35a387be4a6c953380ebc544bc5a622a8b253 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5df07de5e0960b7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:09.823110+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10958.27, "started_at": "2026-05-04T09:07:58.845377+00:00", "ended_at": "2026-05-04T09:08:09.803554+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:07:59.020959Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:01.406611Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b022d37404c0e2328d190d5baf83e6cbd857deb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-eb61-7401-a96a-c6b957d6138a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Cast \\\"40.092\\\" from TEXT to REAL for a numeric average in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22437,"cached_input_tokens":21888,"output_tokens":176}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5308d57ce1f2f610c269bf20d05b560568349a58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"40.092\". Cast \"40.092\" from TEXT to REAL for a numeric average in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb7854882893251351689380d59ffe182294bf48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:23.968222Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:26.474970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:35.675578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ebef6900df7c9468c640894e7d0ad8cf75ccc3f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "g", "avg_measure": 18.78258124239721, "support": 12331}, {"g": "h", "avg_measure": 43.985233208732055, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bfb698d62c8a9c429db8e18c11b2f5e43008d27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_5e43c2943bc0ce48 +-- problem_id: v2p_n11_fc7d8d80e135777d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7262aba1cf75b9a5492c39285f75ad186c15c4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"40.092\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"40.092\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 18.78258124239721, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 43.985233208732055, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8bc810800d80566bc2c3dd1cfd7803c04d100ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:20:23.773588+00:00", + "ended_at": "2026-05-04T09:20:36.421972+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5e43c2943bc0ce48", + "problem_id": "v2p_n11_fc7d8d80e135777d", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5e43c2943bc0ce48.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5e43c2943bc0ce48", + "api_calls": 0, + "input_tokens": 22437, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22613, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2348, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2460, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12602.8, + "sql_execution_elapsed_ms_total": 14.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5e43c2943bc0ce48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f6cc63619dbce5e4d4f2c98d40dbda555792f0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:36.399938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12602.8, "started_at": "2026-05-04T09:20:23.780067+00:00", "ended_at": "2026-05-04T09:20:36.381610+00:00", "prompt_metrics": {"chars": 7211, "bytes_utf8": 7211, "lines": 228, "estimated_tokens": 2348}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22437, "cached_input_tokens": 21888, "output_tokens": 176}, "stderr_preview": "2026-05-04T09:20:23.968222Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:26.474970Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Cast \\\"40.092\\\" from TEXT to REAL for a numeric average in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4de85e65797b96b4137d41245490bfd0059f5984 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e43c2943bc0ce48/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5e43c2943bc0ce48", + "api_calls": 0, + "input_tokens": 22437, + "cached_input_tokens": 21888, + "output_tokens": 176, + "total_tokens": 22613, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2348, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2460, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12602.8, + "sql_execution_elapsed_ms_total": 14.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5e43c2943bc0ce48\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b9b9a535048a363f82f9bef5582ccbcdf56aaad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 233, "estimated_tokens": 2416}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1605, "bytes_utf8": 1605, "lines": 1, "estimated_tokens": 569}, "usage": {"input_tokens": 22507, "cached_input_tokens": 21888, "output_tokens": 923}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41dfd70c8fe0939e272df07aeceb0b343113dbec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5e7d16cd05b44efc", + "api_calls": 0, + "input_tokens": 22507, + "cached_input_tokens": 21888, + "output_tokens": 923, + "total_tokens": 23430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2416, + "estimated_output_tokens": 569, + "estimated_total_tokens": 2985, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26048.85, + "sql_execution_elapsed_ms_total": 40.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5e7d16cd05b44efc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5de0d8b0c8202a1510235be9729531920e623d18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:10:55.539694+00:00", + "ended_at": "2026-05-04T09:11:21.574973+00:00", + "elapsed_ms": 26048.85, + "prompt_metrics": { + "chars": 7553, + "bytes_utf8": 7553, + "lines": 233, + "estimated_tokens": 2416 + }, + "stdout_metrics": { + "chars": 2172, + "bytes_utf8": 2172, + "lines": 4, + "estimated_tokens": 819 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1605, + "bytes_utf8": 1605, + "lines": 1, + "estimated_tokens": 569 + }, + "usage": { + "input_tokens": 22507, + "cached_input_tokens": 21888, + "output_tokens": 923 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4081ecc068246ddd8565de20602c5602f262daae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..afb18b2e82e2d3727069221059f09aa70bf138ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df241-3fd6-7883-8a9d-9466c6c17d02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"40.092\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN MAX(\\\"cnt\\\") = 0 THEN NULL\\n WHEN MAX(\\\"lo_rn\\\") = MAX(\\\"hi_rn\\\") THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_val\\\" END) * (MAX(\\\"hi_rn\\\") - MAX(\\\"pos\\\")) +\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_val\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lo_rn\\\"))\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"pos\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible emulation of the 0.9 conditional quantile for \\\"40.092\\\", using only rows where \\\"g\\\" = 'h' and grouping by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22507,"cached_input_tokens":21888,"output_tokens":923}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c70151a217ad0fbf08d548f6165362a4c26ec9a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"40.092\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"40.092\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"g\",\n CASE\n WHEN MAX(\"cnt\") = 0 THEN NULL\n WHEN MAX(\"lo_rn\") = MAX(\"hi_rn\") THEN MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END) * (MAX(\"hi_rn\") - MAX(\"pos\")) +\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_val\" END) * (MAX(\"pos\") - MAX(\"lo_rn\"))\n END AS \"conditional_percentile\"\nFROM \"pos\"\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible emulation of the 0.9 conditional quantile for \"40.092\", using only rows where \"g\" = 'h' and grouping by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a3e6a78b3d21b82b696cc8a28ca299ba8ab661 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:55.796356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:58.186652Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:11:20.718136Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf04c0beacc716c841c318ed20086951c19a06c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 80.86835}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47b8a7597dba6d774699a0f1d106fa2afb0c0cd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/generated_sql.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_5e7d16cd05b44efc +-- problem_id: v2p_n11_0269b79894875236 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("40.092" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'h' + AND "40.092" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "group_col", + "measure_val", + "rn", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ranked" +) +SELECT + "group_col" AS "g", + CASE + WHEN MAX("cnt") = 0 THEN NULL + WHEN MAX("lo_rn") = MAX("hi_rn") THEN MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_val" END) + ELSE + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_val" END) * (MAX("hi_rn") - MAX("pos")) + + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_val" END) * (MAX("pos") - MAX("lo_rn")) + END AS "conditional_percentile" +FROM "pos" +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..555151460b3e764957c11b7c5eab928a092c08a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"40.092\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"40.092\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"pos\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n \"rn\",\n \"cnt\",\n (1.0 + 0.9 * (\"cnt\" - 1)) AS \"pos\",\n CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) AS \"lo_rn\",\n CASE\n WHEN (1.0 + 0.9 * (\"cnt\" - 1)) = CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n THEN CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER)\n ELSE CAST((1.0 + 0.9 * (\"cnt\" - 1)) AS INTEGER) + 1\n END AS \"hi_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"g\",\n CASE\n WHEN MAX(\"cnt\") = 0 THEN NULL\n WHEN MAX(\"lo_rn\") = MAX(\"hi_rn\") THEN MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END)\n ELSE\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END) * (MAX(\"hi_rn\") - MAX(\"pos\")) +\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_val\" END) * (MAX(\"pos\") - MAX(\"lo_rn\"))\n END AS \"conditional_percentile\"\nFROM \"pos\"\nGROUP BY \"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"40.092\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS \\\"pos\\\",\\n CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) AS \\\"lo_rn\\\",\\n CASE\\n WHEN (1.0 + 0.9 * (\\\"cnt\\\" - 1)) = CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n THEN CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER)\\n ELSE CAST((1.0 + 0.9 * (\\\"cnt\\\" - 1)) AS INTEGER) + 1\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"g\\\",\\n CASE\\n WHEN MAX(\\\"cnt\\\") = 0 THEN NULL\\n WHEN MAX(\\\"lo_rn\\\") = MAX(\\\"hi_rn\\\") THEN MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_val\\\" END) * (MAX(\\\"hi_rn\\\") - MAX(\\\"pos\\\")) +\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_val\\\" END) * (MAX(\\\"pos\\\") - MAX(\\\"lo_rn\\\"))\\n END AS \\\"conditional_percentile\\\"\\nFROM \\\"pos\\\"\\nGROUP BY \\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 80.86835}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b308260377e9d9b48b6193ed041607171da12ebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:10:55.535890+00:00", + "ended_at": "2026-05-04T09:11:21.659836+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5e7d16cd05b44efc", + "problem_id": "v2p_n11_0269b79894875236", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 33.58614, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5e7d16cd05b44efc.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5e7d16cd05b44efc", + "api_calls": 0, + "input_tokens": 22507, + "cached_input_tokens": 21888, + "output_tokens": 923, + "total_tokens": 23430, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2416, + "estimated_output_tokens": 569, + "estimated_total_tokens": 2985, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26048.85, + "sql_execution_elapsed_ms_total": 40.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5e7d16cd05b44efc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a36cf1f37153f3b5c28f0e7e12beb890419a8c60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5e7d16cd05b44efc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:11:21.606292+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26048.85, "started_at": "2026-05-04T09:10:55.539694+00:00", "ended_at": "2026-05-04T09:11:21.574973+00:00", "prompt_metrics": {"chars": 7553, "bytes_utf8": 7553, "lines": 233, "estimated_tokens": 2416}, "response_metrics": {"chars": 1605, "bytes_utf8": 1605, "lines": 1, "estimated_tokens": 569}, "usage": {"input_tokens": 22507, "cached_input_tokens": 21888, "output_tokens": 923}, "stderr_preview": "2026-05-04T09:10:55.796356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:58.186652Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d3874aef4f71c07fc0e99cc0d8f77c2b07cd3fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-57a6-74d0-a2f1-23753596eadd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure from TEXT to REAL so AVG works numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d40d58854c37710514c1f96bed236414f29d855 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"0.1982\". Cast the measure from TEXT to REAL so AVG works numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e45ea15f7402422549153821b7776e8d8c14397c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:40.610092Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:43.152530Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:53.719687Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..90b0dc933ee49006270c8d3c96da68e20e919edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019, "support": 12331}, {"g": "h", "avg_measure": 0.21393726076555025, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47ee742d75e39542e32d2f4772371d0553024947 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_5ef25b626420e3d0 +-- problem_id: v2p_n11_e08447b3f6ac44bd +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6f8c3292b18052e685aaed4e532091a0e190cef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.1982\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.1982\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.22}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..501be5bbd044b5bdd72c0dfd277382549918b0e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:18:40.416959+00:00", + "ended_at": "2026-05-04T09:18:54.576627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5ef25b626420e3d0", + "problem_id": "v2p_n11_e08447b3f6ac44bd", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5ef25b626420e3d0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5ef25b626420e3d0", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22627, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2462, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14112.22, + "sql_execution_elapsed_ms_total": 14.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5ef25b626420e3d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb44554e2746c0526f9b306ce11b789535cf213d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:54.555471+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14112.22, "started_at": "2026-05-04T09:18:40.421375+00:00", "ended_at": "2026-05-04T09:18:54.534031+00:00", "prompt_metrics": {"chars": 7211, "bytes_utf8": 7211, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 188}, "stderr_preview": "2026-05-04T09:18:40.610092Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:43.152530Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure from TEXT to REAL so AVG works numerically in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c84028a968495cd57dfeaec96c018faf337572f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5ef25b626420e3d0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5ef25b626420e3d0", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22627, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2462, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14112.22, + "sql_execution_elapsed_ms_total": 14.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5ef25b626420e3d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54484eae22a458599abeae4048f94d353a58a989 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 19840, "output_tokens": 87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b4993cfb61d5adb5ec75b84c2f776a2bd0941e46 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5f2decbebb3a2d34", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11200.44, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5f2decbebb3a2d34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f764a86831266f102b1d129c38bc5c1677366bb6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:15:11.647821+00:00", + "ended_at": "2026-05-04T09:15:22.848532+00:00", + "elapsed_ms": 11200.44, + "prompt_metrics": { + "chars": 6979, + "bytes_utf8": 6979, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 586, + "bytes_utf8": 586, + "lines": 4, + "estimated_tokens": 172 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 267, + "bytes_utf8": 267, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 19840, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a165529ace49673aa0f6a81182b273a0218bddc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..39996b1cb8aa9be7f2aef9e6c746f223993e260a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df245-283b-7b90-95d9-39fb9ebd9243"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96f00a1ecd60944afeee70d84bca374ec6f287ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..261a570994f677e9f52d7d655ad5b928f541f91c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:15:11.869435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:15:14.272716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:15:22.000317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3efdb2cc5468e16ad69d0264c29d9435fadaa600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_5f2decbebb3a2d34 +-- problem_id: v2p_n11_84b4f5d65117c92e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b940fd992288580c628bd582b6d9aaea4fa6eeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f9c6dc40b17cb076370b78dc70e2280e275193df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:15:11.643912+00:00", + "ended_at": "2026-05-04T09:15:22.881861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_5f2decbebb3a2d34", + "problem_id": "v2p_n11_84b4f5d65117c92e", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_5f2decbebb3a2d34.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_5f2decbebb3a2d34", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11200.44, + "sql_execution_elapsed_ms_total": 8.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_5f2decbebb3a2d34\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d88fb1f31d182626bed934a5d6eda91b1f84477 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_5f2decbebb3a2d34/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:15:22.866040+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11200.44, "started_at": "2026-05-04T09:15:11.647821+00:00", "ended_at": "2026-05-04T09:15:22.848532+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 267, "bytes_utf8": 267, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T09:15:11.869435Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:15:14.272716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e7588b6fb739f98c37c57ebcf36bb953e7022b23 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_60da9deed17938cc\n-- problem_id: v2p_n11_911d2e5a02e86577\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_60da9deed17938cc\\n-- problem_id: v2p_n11_911d2e5a02e86577\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 0.7308932203389831}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 0.7430708333333333}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 0.7175388888888888}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9d562d435deb07dc34014af53493e3e12beffd1e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.136567+00:00", + "ended_at": "2026-05-04T09:41:39.163846+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_60da9deed17938cc", + "problem_id": "v2p_n11_911d2e5a02e86577", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_60da9deed17938cc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_60da9deed17938cc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..106813875ef920fbed4a56703ded7b4344a4aa6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..810d9dd439883ca9f1fa7e2cddd8e0fa1d15238b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_61d2011612d48f4e", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11858.5, + "sql_execution_elapsed_ms_total": 11.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_61d2011612d48f4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..837eb0c3126b25b71b1b1b8e4a3c9109f27c7cca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:20.265310+00:00", + "ended_at": "2026-05-04T09:02:32.124143+00:00", + "elapsed_ms": 11858.5, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7714747fb33eaed10c9045eeedb126ba86d4f1dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2723ec6305383c514da26853baff4bdf26e042fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-62f6-72c1-9925-56051275e7ca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":21888,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03ba2448564e38505da8c8717144bd409b0f26fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h' as bound."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbdec281b1481bfbd1f9de895ab44d63bd5989c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:20.464113Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:22.912509Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:31.392394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b441f083f7815f653279c871c77ff2cfc6e8be2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_61d2011612d48f4e +-- problem_id: v2p_n11_d5e105d7b2afd618 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b81d3d14308b4fd3d5d2329f67d7bf713ff36952 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..08c952f316d972e0dfe7c9bcbb0a723225cde213 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:02:20.261247+00:00", + "ended_at": "2026-05-04T09:02:32.166290+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_61d2011612d48f4e", + "problem_id": "v2p_n11_d5e105d7b2afd618", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_61d2011612d48f4e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_61d2011612d48f4e", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22629, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2455, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11858.5, + "sql_execution_elapsed_ms_total": 11.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_61d2011612d48f4e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4bc122162b1434d742483df27b34cf9b821f904a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61d2011612d48f4e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:32.144976+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11858.5, "started_at": "2026-05-04T09:02:20.265310+00:00", "ended_at": "2026-05-04T09:02:32.124143+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:02:20.464113Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:22.912509Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3efd04a8cae0ab89b3733dbe6be696e477f8e1a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-cdf2-7791-823a-04779c59d4e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the planned template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78e13a1a0aac5e7eb352069faeb9dce2e03143ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Applied the planned template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49213ab1532bc1dd8b292b04411ffa2faf3ae8c9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:10.897699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:13.334719Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:22.288794Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e2be78a8517397eea25e98b405852df9baf4b82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175, "support": 12331}, {"g": "h", "avg_measure": -18.287110989832538, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d16f239ae3ce26ca8940e5cdf5f128bdf3d49376 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_61da094faf23a1c2 +-- problem_id: v2p_n11_8e933286a07f5cb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8fd4ff3171ab5c12f927a0fbdc5b9fef18abd71 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5281e224b5e284846e0f96c1c11deca741a5aa66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:19:10.690064+00:00", + "ended_at": "2026-05-04T09:19:23.075576+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_61da094faf23a1c2", + "problem_id": "v2p_n11_8e933286a07f5cb9", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_61da094faf23a1c2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_61da094faf23a1c2", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22595, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2456, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12335.55, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_61da094faf23a1c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73d8c59e400ee6cce4e20214e4a6f862f2e89092 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:23.052736+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12335.55, "started_at": "2026-05-04T09:19:10.695302+00:00", "ended_at": "2026-05-04T09:19:23.030607+00:00", "prompt_metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T09:19:10.897699Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:13.334719Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the planned template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dcf426cc14e5934b7d923a3545ab0186ca199be6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_61da094faf23a1c2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_61da094faf23a1c2", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22595, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2456, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12335.55, + "sql_execution_elapsed_ms_total": 14.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_61da094faf23a1c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3969ec478320f841068bef8e65bef6ee37594e1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7214, "bytes_utf8": 7214, "lines": 228, "estimated_tokens": 2350}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e7d15c542e0ac8baec57a1787cc8b03d1dbe8c06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_620761953d86b6e6", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 204, + "total_tokens": 22643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11634.08, + "sql_execution_elapsed_ms_total": 13.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_620761953d86b6e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3dc7610e704fd6afeac07e7e25e331714f5c8d9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:17:04.450420+00:00", + "ended_at": "2026-05-04T09:17:16.084600+00:00", + "elapsed_ms": 11634.08, + "prompt_metrics": { + "chars": 7214, + "bytes_utf8": 7214, + "lines": 228, + "estimated_tokens": 2350 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 416, + "bytes_utf8": 416, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7d17a62a26cad7abee30ecf9f7f0d8b25ec119a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..469b213cb1d4941808081cecbbe0b35bf1374e02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df246-e0da-70a2-a654-518660ef91c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":204}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53e364af5ce903c933781fb92774b951fa7c802c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad507bef4d4feb8c9685cf018a5a9400100d65c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:04.656516Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:06.943005Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:15.342459Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed0c8c8441ce0b173910e36c41795562a12c049 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "avg_measure": 43.65574361365664, "support": 12331}, {"g": "h", "avg_measure": 70.94350426136363, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5666f489058190b76678565fd628d14540740d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_620761953d86b6e6 +-- problem_id: v2p_n11_7850943e4e22f44d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e45dbf4f042df4d66c68dc137fea9d02ea759d9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 43.65574361365664, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 70.94350426136363, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a0f1ad2647ba8d86a3bdf87e5c207a5a2e09ec7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:17:04.444759+00:00", + "ended_at": "2026-05-04T09:17:16.119820+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_620761953d86b6e6", + "problem_id": "v2p_n11_7850943e4e22f44d", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_620761953d86b6e6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_620761953d86b6e6", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 204, + "total_tokens": 22643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11634.08, + "sql_execution_elapsed_ms_total": 13.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_620761953d86b6e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..866795ec5d07992895e9823ad39a0243c6389c80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:16.102393+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11634.08, "started_at": "2026-05-04T09:17:04.450420+00:00", "ended_at": "2026-05-04T09:17:16.084600+00:00", "prompt_metrics": {"chars": 7214, "bytes_utf8": 7214, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 416, "bytes_utf8": 416, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 204}, "stderr_preview": "2026-05-04T09:17:04.656516Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:06.943005Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ddc398a49a0c301771b44af127205825af114138 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_620761953d86b6e6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_620761953d86b6e6", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 204, + "total_tokens": 22643, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11634.08, + "sql_execution_elapsed_ms_total": 13.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_620761953d86b6e6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05e9391f8faa9d4d056689edad3310bee938eb99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c02a5fa48983c8848a5c29987a5afa70726a6941 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_66d62b3f10ba3519", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 194, + "total_tokens": 22634, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2471, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15659.05, + "sql_execution_elapsed_ms_total": 17.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_66d62b3f10ba3519\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e5ed2acbe44f6760066a3573b52f1853c660c065 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:41.395447+00:00", + "ended_at": "2026-05-04T09:36:57.054549+00:00", + "elapsed_ms": 15659.05, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13171 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 436, + "bytes_utf8": 436, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 194 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5acaf2d34df4a1006680e17606f7e4391658f75f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a990128a1eb88929b013e87a6ced3d6a3e09c3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-d675-7a11-936c-7dde3923842a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"16.0021\\\" AS REAL)) > 21.318232\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the TEXT measure column to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffbbb7a8d4df29ca2cfc7fd542ecfdec616dc7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"16.0021\" AS REAL)) > 21.318232\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"16.0021\". Cast the TEXT measure column to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6d207481b39fff7dcf7fd3abd61e2e8b001f966 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:41.674732Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:44.035490Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:56.089356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb0485ad8aaa67a17c7d6f071c5eaac2b402d8e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "total_measure": 229269.1468}, {"g": "h", "total_measure": 192596.8286}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56376dde5cf7b12d7fec8b03299a6df7c1d3db1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_66d62b3f10ba3519 +-- problem_id: v2p_n11_ebff97e7bbbac285 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("16.0021" AS REAL)) > 21.318232 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edddb86ebeb2086f1fab9134bbddc51fa2981ef8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"16.0021\" AS REAL)) > 21.318232\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"16.0021\\\" AS REAL)) > 21.318232\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 229269.1468}, {\"g\": \"h\", \"total_measure\": 192596.8286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..70deabbb73b71daaaf4f1b469d3c3427c22a5bb1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:36:41.390877+00:00", + "ended_at": "2026-05-04T09:36:57.101430+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_66d62b3f10ba3519", + "problem_id": "v2p_n11_ebff97e7bbbac285", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_66d62b3f10ba3519.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_66d62b3f10ba3519", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 194, + "total_tokens": 22634, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2471, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15659.05, + "sql_execution_elapsed_ms_total": 17.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_66d62b3f10ba3519\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1d183a9902f012c9f4c42e67c1095cc9445855c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:57.073325+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15659.05, "started_at": "2026-05-04T09:36:41.395447+00:00", "ended_at": "2026-05-04T09:36:57.054549+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 436, "bytes_utf8": 436, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:36:41.674732Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:44.035490Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 21.318232\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the TEXT measure column to REAL for SQLite-compatible numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bfa58fc0f18980a7a2306b3587ce95565e653535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_66d62b3f10ba3519/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_66d62b3f10ba3519", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 194, + "total_tokens": 22634, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2471, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15659.05, + "sql_execution_elapsed_ms_total": 17.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_66d62b3f10ba3519\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4362e0fef599bc7a17dcadfe57de3693e944f101 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": 2318}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21f2668869a4965768f5159ec457f91b150b52d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_690246dbb967d3e4", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22586, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12061.3, + "sql_execution_elapsed_ms_total": 59.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_690246dbb967d3e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6ad4e8208304112be720592308ba66df2c0b451c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:09.896422+00:00", + "ended_at": "2026-05-04T09:08:21.957664+00:00", + "elapsed_ms": 12061.3, + "prompt_metrics": { + "chars": 7155, + "bytes_utf8": 7155, + "lines": 228, + "estimated_tokens": 2318 + }, + "stdout_metrics": { + "chars": 758, + "bytes_utf8": 758, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e52ba58703f5b3e4d2385360d3c742a66b79478a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f828c080edbaaf394664718f89636be380ea554 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-b8b8-7d60-b3b2-8493edaaa957"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Casted the measure column to REAL because the schema stores it as TEXT and AVG in SQLite should operate on numeric values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":19840,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cc4fcdacdb727d435e64a1c55ddecf334045e0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"16.0021\". Casted the measure column to REAL because the schema stores it as TEXT and AVG in SQLite should operate on numeric values."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d5bc5ca7de27831114bbf4da90fd28ffdbea221 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:10.092374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:12.409204Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:21.253195Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b02535abd0a5708c9dd3a2ba6d109aafc1aaa5ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "avg_measure": 28.797372697368424}, {"g": "g", "avg_measure": 18.59290785824345}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc38a0c1a5b18f8994c5fef6ff428f09d77772df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_690246dbb967d3e4 +-- problem_id: v2p_n11_4064bee38afb965b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..944472f9ef15a28976dee093becefaf616fe0a0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"16.0021\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"16.0021\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 28.797372697368424}, {\"g\": \"g\", \"avg_measure\": 18.59290785824345}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 59.23}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed4d9bc404af8557cac1304cb39db6d01c24db5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:08:09.893159+00:00", + "ended_at": "2026-05-04T09:08:22.043800+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_690246dbb967d3e4", + "problem_id": "v2p_n11_4064bee38afb965b", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_690246dbb967d3e4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_690246dbb967d3e4", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22586, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12061.3, + "sql_execution_elapsed_ms_total": 59.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_690246dbb967d3e4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbe0aafed93de124a8dba78f3717c8ff0bd98ead --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_690246dbb967d3e4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:08:21.976844+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12061.3, "started_at": "2026-05-04T09:08:09.896422+00:00", "ended_at": "2026-05-04T09:08:21.957664+00:00", "prompt_metrics": {"chars": 7155, "bytes_utf8": 7155, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:08:10.092374Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:12.409204Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..906a11d3556bf1fec453fedfe0cc5eb9a70902a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-e244-7e03-887b-992b303c7330"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per group on CAST(\\\"16.0021\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":631}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..629f215b96f622174653dc2f85024d479bc62569 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"16.0021\" IS NOT NULL\n)\nSELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INT)\nGROUP BY \"g\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per group on CAST(\"16.0021\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60b7cc981942e600b9a7528ff9afee6b308df42d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:17.025962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:19.545994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:35.726803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddab446b1f7437af6e9ca5066544743bcadf58c1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "h", "percentile_measure": 86.2958}, {"g": "g", "percentile_measure": 34.2421}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3dcc4da200cbc6ba3fd30abb33418f8cd2dc2ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_6a947b37e5596f37 +-- problem_id: v2p_n11_7caf1b08c883cdd3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("16.0021" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "16.0021" IS NOT NULL +) +SELECT + "g", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INT) +GROUP BY "g" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6256cc885cca9d0308425d4e7bdaa4124781836f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"16.0021\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"16.0021\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"16.0021\" IS NOT NULL\n)\nSELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999999 AS INT)\nGROUP BY \"g\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"16.0021\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"16.0021\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"16.0021\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 86.2958}, {\"g\": \"g\", \"percentile_measure\": 34.2421}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 86.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8771cb811fb09afb78eb18c18b1011ddae0c9438 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:31:16.796737+00:00", + "ended_at": "2026-05-04T09:31:36.568704+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6a947b37e5596f37", + "problem_id": "v2p_n11_7caf1b08c883cdd3", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_6a947b37e5596f37.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6a947b37e5596f37", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 631, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 238, + "estimated_total_tokens": 2583, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19648.02, + "sql_execution_elapsed_ms_total": 86.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6a947b37e5596f37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bb2315a9d00949404dd55782d5254579756980e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:36.464183+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19648.02, "started_at": "2026-05-04T09:31:16.800787+00:00", "ended_at": "2026-05-04T09:31:36.447558+00:00", "prompt_metrics": {"chars": 7250, "bytes_utf8": 7250, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 758, "bytes_utf8": 758, "lines": 1, "estimated_tokens": 238}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 631}, "stderr_preview": "2026-05-04T09:31:17.025962Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:19.545994Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT)\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile approximation per group on CAST(\\\"16.0021\\\" AS REAL).\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83d785578ebf55f6c037a0f622bf0e33c4272d68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6a947b37e5596f37/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6a947b37e5596f37", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 631, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 238, + "estimated_total_tokens": 2583, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19648.02, + "sql_execution_elapsed_ms_total": 86.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6a947b37e5596f37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b6c3ea00da4397c85ee7d1687e7f0badf4e4be0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7328, "bytes_utf8": 7328, "lines": 226, "estimated_tokens": 2395}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 803, "bytes_utf8": 803, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 315}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3805370b9ed22189b8a8d4086d3805d9ddae461b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6b5190524a7b7419", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 315, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 256, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15156.63, + "sql_execution_elapsed_ms_total": 128.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6b5190524a7b7419\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0235514d2981f340bee0a2df8ae42418a25eaa97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:39:55.160282+00:00", + "ended_at": "2026-05-04T09:40:10.318164+00:00", + "elapsed_ms": 15156.63, + "prompt_metrics": { + "chars": 7328, + "bytes_utf8": 7328, + "lines": 226, + "estimated_tokens": 2395 + }, + "stdout_metrics": { + "chars": 1173, + "bytes_utf8": 1173, + "lines": 4, + "estimated_tokens": 391 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 1, + "estimated_tokens": 256 + }, + "usage": { + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 315 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a77d26b55acaac2bfc7ded8fc5de8ad27d7f0216 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1568f127115e24ac768f2cde43aaaace7ba6f66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-cb31-7d01-9d7a-de73034839b5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"scored\\\" AS (\\n SELECT\\n \\\"n11\\\".*, \\n (\\n CAST(\\\"0.3918\\\" AS REAL) - AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER ()\\n ) / NULLIF(\\n SQRT(\\n AVG(CAST(\\\"0.3918\\\" AS REAL) * CAST(\\\"0.3918\\\" AS REAL)) OVER ()\\n - AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER () * AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER ()\\n ),\\n 0\\n ) AS \\\"z_score\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC;\",\"notes\":\"Used the planned template with measure_col bound to \\\"0.3918\\\". Replaced non-SQLite STDDEV with a SQLite-compatible population standard deviation expression based on windowed AVG, and cast the TEXT measure column to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22486,"cached_input_tokens":21888,"output_tokens":315}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..813f4ef9ead2835801c079ba056ccfb8a8b7a072 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH \"scored\" AS (\n SELECT\n \"n11\".*, \n (\n CAST(\"0.3918\" AS REAL) - AVG(CAST(\"0.3918\" AS REAL)) OVER ()\n ) / NULLIF(\n SQRT(\n AVG(CAST(\"0.3918\" AS REAL) * CAST(\"0.3918\" AS REAL)) OVER ()\n - AVG(CAST(\"0.3918\" AS REAL)) OVER () * AVG(CAST(\"0.3918\" AS REAL)) OVER ()\n ),\n 0\n ) AS \"z_score\"\n FROM \"n11\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"0.3918\" AS REAL) DESC;","notes":"Used the planned template with measure_col bound to \"0.3918\". Replaced non-SQLite STDDEV with a SQLite-compatible population standard deviation expression based on windowed AVG, and cast the TEXT measure column to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6eed7a94ee054ec59195b586cb8a125a309de9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:55.399787Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:57.713164Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:09.624001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4976bd27dc90923cecc5351b27a6e5b071005d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918. +Result preview: [{"28.7967": "17.2653", "16.0021": "6.5603", "2.6449": "2.4691", "0.3918": "0.893", "0.1982": "0.4907", "27.7004": "9.2116", "22.011": "-8.5153", "-8.2027": "6.452", "40.092": "30.897", "81.8828": "171.736", "g": "h", "z_score": 2.80435839878069}, {"28.7967": "10.6594", "16.0021": "6.5097", "2.6449": "2.4681", "0.3918": "0.8912", "0.1982": "0.5265", "27.7004": "20.9863", "22.011": "-6.688", "-8.2027": "3.7547", "40.092": "20.5723", "81.8828": "145.2747", "g": "h", "z_score": 2.794512278773758}, {"28.7967": "13.3663", "16.0021": "8.0592", "2.6449": "2.4241", "0.3918": "0.8889", "0.1982": "0.6045", "27.7004": "10.4752", "22.011": "11.1805", "-8.2027": "-10.6035", "40.092": "5.787", "81.8828": "130.23", "g": "g", "z_score": 2.7819311254315675}, {"28.7967": "20.0845", "16.0021": "0", "2.6449": "2.666", "0.3918": "0.8846", "0.1982": "0.4498", "27.7004": "9.5794", "22.011": "-15.6732", "-8.2027": "0", "40.092": "34.225", "81.8828": "138.577", "g": "h", "z_score": 2.7584098387483413}, {"28.7967": "23.3777", "16.0021": "1.4962", "2.6449": "2.5881", "0.3918": "0.8786", "0.1982": "0.4769", "27.7004": "2.3891", "22.011": "2.0856", "-8.2027": "17.369", "40.092": "81.7357", "81.8828": "137.2634", "g": "h", "z_score": 2.725589438725235}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc404b372db46d685a1f2eaf9c132365b8cf554d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/generated_sql.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_6b5190524a7b7419 +-- problem_id: v2p_n11_74b4b301781a12b7 +-- realization_mode: agent +-- source_kind: agent +WITH "scored" AS ( + SELECT + "n11".*, + ( + CAST("0.3918" AS REAL) - AVG(CAST("0.3918" AS REAL)) OVER () + ) / NULLIF( + SQRT( + AVG(CAST("0.3918" AS REAL) * CAST("0.3918" AS REAL)) OVER () + - AVG(CAST("0.3918" AS REAL)) OVER () * AVG(CAST("0.3918" AS REAL)) OVER () + ), + 0 + ) AS "z_score" + FROM "n11" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("0.3918" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b62672d6288046fbb5161f5718cc6bfc81b8033 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH \"scored\" AS (\n SELECT\n \"n11\".*, \n (\n CAST(\"0.3918\" AS REAL) - AVG(CAST(\"0.3918\" AS REAL)) OVER ()\n ) / NULLIF(\n SQRT(\n AVG(CAST(\"0.3918\" AS REAL) * CAST(\"0.3918\" AS REAL)) OVER ()\n - AVG(CAST(\"0.3918\" AS REAL)) OVER () * AVG(CAST(\"0.3918\" AS REAL)) OVER ()\n ),\n 0\n ) AS \"z_score\"\n FROM \"n11\"\n)\nSELECT *\nFROM \"scored\"\nWHERE ABS(\"z_score\") > 2.0\nORDER BY CAST(\"0.3918\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH \\\"scored\\\" AS (\\n SELECT\\n \\\"n11\\\".*, \\n (\\n CAST(\\\"0.3918\\\" AS REAL) - AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER ()\\n ) / NULLIF(\\n SQRT(\\n AVG(CAST(\\\"0.3918\\\" AS REAL) * CAST(\\\"0.3918\\\" AS REAL)) OVER ()\\n - AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER () * AVG(CAST(\\\"0.3918\\\" AS REAL)) OVER ()\\n ),\\n 0\\n ) AS \\\"z_score\\\"\\n FROM \\\"n11\\\"\\n)\\nSELECT *\\nFROM \\\"scored\\\"\\nWHERE ABS(\\\"z_score\\\") > 2.0\\nORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"z_score\"], \"rows\": [{\"28.7967\": \"17.2653\", \"16.0021\": \"6.5603\", \"2.6449\": \"2.4691\", \"0.3918\": \"0.893\", \"0.1982\": \"0.4907\", \"27.7004\": \"9.2116\", \"22.011\": \"-8.5153\", \"-8.2027\": \"6.452\", \"40.092\": \"30.897\", \"81.8828\": \"171.736\", \"g\": \"h\", \"z_score\": 2.80435839878069}, {\"28.7967\": \"10.6594\", \"16.0021\": \"6.5097\", \"2.6449\": \"2.4681\", \"0.3918\": \"0.8912\", \"0.1982\": \"0.5265\", \"27.7004\": \"20.9863\", \"22.011\": \"-6.688\", \"-8.2027\": \"3.7547\", \"40.092\": \"20.5723\", \"81.8828\": \"145.2747\", \"g\": \"h\", \"z_score\": 2.794512278773758}, {\"28.7967\": \"13.3663\", \"16.0021\": \"8.0592\", \"2.6449\": \"2.4241\", \"0.3918\": \"0.8889\", \"0.1982\": \"0.6045\", \"27.7004\": \"10.4752\", \"22.011\": \"11.1805\", \"-8.2027\": \"-10.6035\", \"40.092\": \"5.787\", \"81.8828\": \"130.23\", \"g\": \"g\", \"z_score\": 2.7819311254315675}, {\"28.7967\": \"20.0845\", \"16.0021\": \"0\", \"2.6449\": \"2.666\", \"0.3918\": \"0.8846\", \"0.1982\": \"0.4498\", \"27.7004\": \"9.5794\", \"22.011\": \"-15.6732\", \"-8.2027\": \"0\", \"40.092\": \"34.225\", \"81.8828\": \"138.577\", \"g\": \"h\", \"z_score\": 2.7584098387483413}, {\"28.7967\": \"23.3777\", \"16.0021\": \"1.4962\", \"2.6449\": \"2.5881\", \"0.3918\": \"0.8786\", \"0.1982\": \"0.4769\", \"27.7004\": \"2.3891\", \"22.011\": \"2.0856\", \"-8.2027\": \"17.369\", \"40.092\": \"81.7357\", \"81.8828\": \"137.2634\", \"g\": \"h\", \"z_score\": 2.725589438725235}, {\"28.7967\": \"13.8441\", \"16.0021\": \"8.4785\", \"2.6449\": \"2.3971\", \"0.3918\": \"0.8778\", \"0.1982\": \"0.523\", \"27.7004\": \"-12.66\", \"22.011\": \"-9.184\", \"-8.2027\": \"11.1124\", \"40.092\": \"20.5565\", \"81.8828\": \"118.075\", \"g\": \"h\", \"z_score\": 2.7212133853888205}, {\"28.7967\": \"18.4881\", \"16.0021\": \"6.2289\", \"2.6449\": \"2.4091\", \"0.3918\": \"0.8772\", \"0.1982\": \"0.5595\", \"27.7004\": \"15.2583\", \"22.011\": \"16.3451\", \"-8.2027\": \"2.9808\", \"40.092\": \"87.6399\", \"81.8828\": \"80.5684\", \"g\": \"h\", \"z_score\": 2.7179313453865097}, {\"28.7967\": \"14.0343\", \"16.0021\": \"8.5698\", \"2.6449\": \"2.404\", \"0.3918\": \"0.8757\", \"0.1982\": \"0.4477\", \"27.7004\": \"14.7287\", \"22.011\": \"4.5391\", \"-8.2027\": \"-11.2749\", \"40.092\": \"13.2698\", \"81.8828\": \"123.216\", \"g\": \"h\", \"z_score\": 2.7097262453807334}, {\"28.7967\": \"4.2835\", \"16.0021\": \"3.887\", \"2.6449\": \"2.3478\", \"0.3918\": \"0.8745\", \"0.1982\": \"0.6158\", \"27.7004\": \"4.9461\", \"22.011\": \"4.5045\", \"-8.2027\": \"-14.1755\", \"40.092\": \"21.7552\", \"81.8828\": \"229.9191\", \"g\": \"h\", \"z_score\": 2.703162165376112}, {\"28.7967\": \"17.9964\", \"16.0021\": \"6.7132\", \"2.6449\": \"2.3988\", \"0.3918\": \"0.8743\", \"0.1982\": \"0.4411\", \"27.7004\": \"-9.455\", \"22.011\": \"11.6285\", \"-8.2027\": \"-5.4281\", \"40.092\": \"14.3817\", \"81.8828\": \"148.136\", \"g\": \"g\", \"z_score\": 2.7020681520420085}, {\"28.7967\": \"16.082\", \"16.0021\": \"2.4686\", \"2.6449\": \"2.536\", \"0.3918\": \"0.8703\", \"0.1982\": \"0.6098\", \"27.7004\": \"2.05\", \"22.011\": \"6.6183\", \"-8.2027\": \"3.7406\", \"40.092\": \"67.027\", \"81.8828\": \"200.1501\", \"g\": \"h\", \"z_score\": 2.6801878853599375}, {\"28.7967\": \"15.2685\", \"16.0021\": \"3.8124\", \"2.6449\": \"2.325\", \"0.3918\": \"0.8676\", \"0.1982\": \"0.637\", \"27.7004\": \"18.2895\", \"22.011\": \"7.0555\", \"-8.2027\": \"-0.8019\", \"40.092\": \"56.7287\", \"81.8828\": \"219.8924\", \"g\": \"h\", \"z_score\": 2.66541870534954}, {\"28.7967\": \"13.9473\", \"16.0021\": \"8.8242\", \"2.6449\": \"2.3454\", \"0.3918\": \"0.8668\", \"0.1982\": \"0.4582\", \"27.7004\": \"14.3279\", \"22.011\": \"6.0618\", \"-8.2027\": \"-11.3958\", \"40.092\": \"25.1526\", \"81.8828\": \"66.1659\", \"g\": \"g\", \"z_score\": 2.6610426520131254}, {\"28.7967\": \"18.0424\", \"16.0021\": \"6.8555\", \"2.6449\": \"2.3395\", \"0.3918\": \"0.865\", \"0.1982\": \"0.4554\", \"27.7004\": \"8.4732\", \"22.011\": \"-10.8729\", \"-8.2027\": \"-5.2541\", \"40.092\": \"5.4707\", \"81.8828\": \"196.336\", \"g\": \"g\", \"z_score\": 2.6511965320061934}, {\"28.7967\": \"18.5269\", \"16.0021\": \"6.6591\", \"2.6449\": \"2.3936\", \"0.3918\": \"0.8646\", \"0.1982\": \"0.4747\", \"27.7004\": \"17.9224\", \"22.011\": \"13.8558\", \"-8.2027\": \"4.1848\", \"40.092\": \"44.8909\", \"81.8828\": \"147.456\", \"g\": \"h\", \"z_score\": 2.649008505337987}, {\"28.7967\": \"15.963\", \"16.0021\": \"9.1221\", \"2.6449\": \"2.3641\", \"0.3918\": \"0.8621\", \"0.1982\": \"0.5093\", \"27.7004\": \"13.317\", \"22.011\": \"-1.317\", \"-8.2027\": \"-5.5081\", \"40.092\": \"43.271\", \"81.8828\": \"208.3608\", \"g\": \"h\", \"z_score\": 2.635333338661692}, {\"28.7967\": \"21.1773\", \"16.0021\": \"14.3914\", \"2.6449\": \"2.3021\", \"0.3918\": \"0.8617\", \"0.1982\": \"0.615\", \"27.7004\": \"-2.4848\", \"22.011\": \"5.5418\", \"-8.2027\": \"-12.7457\", \"40.092\": \"21.9203\", \"81.8828\": \"235.8099\", \"g\": \"h\", \"z_score\": 2.633145311993485}, {\"28.7967\": \"19.0211\", \"16.0021\": \"5.8521\", \"2.6449\": \"2.357\", \"0.3918\": \"0.8615\", \"0.1982\": \"0.6264\", \"27.7004\": \"13.6638\", \"22.011\": \"18.7067\", \"-8.2027\": \"4.8082\", \"40.092\": \"21.155\", \"81.8828\": \"223.314\", \"g\": \"h\", \"z_score\": 2.632051298659382}, {\"28.7967\": \"21.3376\", \"16.0021\": \"0\", \"2.6449\": \"2.3627\", \"0.3918\": \"0.859\", \"0.1982\": \"0.4794\", \"27.7004\": \"0\", \"22.011\": \"0\", \"-8.2027\": \"-17.9419\", \"40.092\": \"27.123\", \"81.8828\": \"175.145\", \"g\": \"h\", \"z_score\": 2.618376131983087}, {\"28.7967\": \"31.6496\", \"16.0021\": \"16.4815\", \"2.6449\": \"2.6057\", \"0.3918\": \"0.8585\", \"0.1982\": \"0.5878\", \"27.7004\": \"21.9778\", \"22.011\": \"34.3648\", \"-8.2027\": \"21.2481\", \"40.092\": \"77.386\", \"81.8828\": \"394.4193\", \"g\": \"h\", \"z_score\": 2.6156410986478287}, {\"28.7967\": \"13.4575\", \"16.0021\": \"9.164\", \"2.6449\": \"2.438\", \"0.3918\": \"0.8576\", \"0.1982\": \"0.4889\", \"27.7004\": \"15.7633\", \"22.011\": \"-7.6129\", \"-8.2027\": \"10.0714\", \"40.092\": \"12.0227\", \"81.8828\": \"101.5295\", \"g\": \"h\", \"z_score\": 2.6107180386443627}, {\"28.7967\": \"17.763\", \"16.0021\": \"7.0232\", \"2.6449\": \"2.357\", \"0.3918\": \"0.8571\", \"0.1982\": \"0.4945\", \"27.7004\": \"-6.8579\", \"22.011\": \"8.3954\", \"-8.2027\": \"5.4142\", \"40.092\": \"67.345\", \"81.8828\": \"185.682\", \"g\": \"h\", \"z_score\": 2.6079830053091033}, {\"28.7967\": \"16.9233\", \"16.0021\": \"7.1128\", \"2.6449\": \"2.3811\", \"0.3918\": \"0.8565\", \"0.1982\": \"0.5593\", \"27.7004\": \"4.9056\", \"22.011\": \"6.0875\", \"-8.2027\": \"5.9357\", \"40.092\": \"34.583\", \"81.8828\": \"120.404\", \"g\": \"h\", \"z_score\": 2.604700965306793}, {\"28.7967\": \"16.8922\", \"16.0021\": \"5.5166\", \"2.6449\": \"2.4218\", \"0.3918\": \"0.8535\", \"0.1982\": \"0.428\", \"27.7004\": \"-8.6806\", \"22.011\": \"14.0333\", \"-8.2027\": \"-1.5097\", \"40.092\": \"80.4352\", \"81.8828\": \"169.9768\", \"g\": \"h\", \"z_score\": 2.58829076529524}, {\"28.7967\": \"12.501\", \"16.0021\": \"11.0879\", \"2.6449\": \"2.3326\", \"0.3918\": \"0.8533\", \"0.1982\": \"0.4557\", \"27.7004\": \"9.4342\", \"22.011\": \"14.3268\", \"-8.2027\": \"10.3075\", \"40.092\": \"59.8653\", \"81.8828\": \"207.6571\", \"g\": \"h\", \"z_score\": 2.5871967519611356}, {\"28.7967\": \"16.0411\", \"16.0021\": \"7.1442\", \"2.6449\": \"2.2999\", \"0.3918\": \"0.8521\", \"0.1982\": \"0.614\", \"27.7004\": \"-2.9404\", \"22.011\": \"-7.9366\", \"-8.2027\": \"-6.1496\", \"40.092\": \"62.18\", \"81.8828\": \"203.754\", \"g\": \"g\", \"z_score\": 2.5806326719565145}, {\"28.7967\": \"19.3169\", \"16.0021\": \"6.0723\", \"2.6449\": \"2.4571\", \"0.3918\": \"0.8517\", \"0.1982\": \"0.5951\", \"27.7004\": \"14.7595\", \"22.011\": \"18.1737\", \"-8.2027\": \"-4.8309\", \"40.092\": \"45.3267\", \"81.8828\": \"116.554\", \"g\": \"h\", \"z_score\": 2.578444645288308}, {\"28.7967\": \"15.8755\", \"16.0021\": \"9.5599\", \"2.6449\": \"2.4025\", \"0.3918\": \"0.8515\", \"0.1982\": \"0.5467\", \"27.7004\": \"20.1807\", \"22.011\": \"16.4719\", \"-8.2027\": \"-3.1284\", \"40.092\": \"43.4335\", \"81.8828\": \"241.9764\", \"g\": \"h\", \"z_score\": 2.5773506319542046}, {\"28.7967\": \"13.8117\", \"16.0021\": \"9.2433\", \"2.6449\": \"2.3253\", \"0.3918\": \"0.8511\", \"0.1982\": \"0.4563\", \"27.7004\": \"14.2011\", \"22.011\": \"6.2643\", \"-8.2027\": \"11.5703\", \"40.092\": \"62.4361\", \"81.8828\": \"205.991\", \"g\": \"h\", \"z_score\": 2.575162605285997}, {\"28.7967\": \"22.0941\", \"16.0021\": \"3.4378\", \"2.6449\": \"2.3174\", \"0.3918\": \"0.8507\", \"0.1982\": \"0.5761\", \"27.7004\": \"-2.0469\", \"22.011\": \"12.5024\", \"-8.2027\": \"-2.5684\", \"40.092\": \"37.1638\", \"81.8828\": \"180.6468\", \"g\": \"h\", \"z_score\": 2.57297457861779}, {\"28.7967\": \"16.7618\", \"16.0021\": \"7.1765\", \"2.6449\": \"2.3738\", \"0.3918\": \"0.8499\", \"0.1982\": \"0.5729\", \"27.7004\": \"4.0671\", \"22.011\": \"6.7219\", \"-8.2027\": \"-5.8627\", \"40.092\": \"18.9207\", \"81.8828\": \"189.14\", \"g\": \"g\", \"z_score\": 2.568598525281376}, {\"28.7967\": \"13.1551\", \"16.0021\": \"9.0786\", \"2.6449\": \"2.4191\", \"0.3918\": \"0.8495\", \"0.1982\": \"0.581\", \"27.7004\": \"-10.8994\", \"22.011\": \"-10.1658\", \"-8.2027\": \"10.5847\", \"40.092\": \"46.9567\", \"81.8828\": \"97.3209\", \"g\": \"g\", \"z_score\": 2.566410498613169}, {\"28.7967\": \"16.3542\", \"16.0021\": \"2.8156\", \"2.6449\": \"2.3509\", \"0.3918\": \"0.8484\", \"0.1982\": \"0.6005\", \"27.7004\": \"-16.7688\", \"22.011\": \"-13.2673\", \"-8.2027\": \"-5.1152\", \"40.092\": \"52.8764\", \"81.8828\": \"116.656\", \"g\": \"h\", \"z_score\": 2.5603934252755995}, {\"28.7967\": \"13.8125\", \"16.0021\": \"9.3185\", \"2.6449\": \"2.2889\", \"0.3918\": \"0.8483\", \"0.1982\": \"0.4344\", \"27.7004\": \"-14.7365\", \"22.011\": \"-4.3213\", \"-8.2027\": \"11.6238\", \"40.092\": \"49.1374\", \"81.8828\": \"232.916\", \"g\": \"g\", \"z_score\": 2.5598464186085477}, {\"28.7967\": \"18.5924\", \"16.0021\": \"6.937\", \"2.6449\": \"2.4935\", \"0.3918\": \"0.8475\", \"0.1982\": \"0.4254\", \"27.7004\": \"-8.2349\", \"22.011\": \"12.2213\", \"-8.2027\": \"-3.9562\", \"40.092\": \"83.5983\", \"81.8828\": \"171.524\", \"g\": \"h\", \"z_score\": 2.5554703652721336}, {\"28.7967\": \"13.6728\", \"16.0021\": \"9.3171\", \"2.6449\": \"2.3775\", \"0.3918\": \"0.847\", \"0.1982\": \"0.4927\", \"27.7004\": \"13.2092\", \"22.011\": \"8.0423\", \"-8.2027\": \"-11.4709\", \"40.092\": \"14.071\", \"81.8828\": \"92.8876\", \"g\": \"g\", \"z_score\": 2.552735331936874}, {\"28.7967\": \"15.9795\", \"16.0021\": \"7.1734\", \"2.6449\": \"2.3775\", \"0.3918\": \"0.847\", \"0.1982\": \"0.6184\", \"27.7004\": \"-2.4656\", \"22.011\": \"-7.6365\", \"-8.2027\": \"6.081\", \"40.092\": \"58.2907\", \"81.8828\": \"213.345\", \"g\": \"h\", \"z_score\": 2.552735331936874}, {\"28.7967\": \"17.0923\", \"16.0021\": \"7.1935\", \"2.6449\": \"2.2844\", \"0.3918\": \"0.8468\", \"0.1982\": \"0.5532\", \"27.7004\": \"-4.4644\", \"22.011\": \"-5.1216\", \"-8.2027\": \"-5.6394\", \"40.092\": \"29.5538\", \"81.8828\": \"136.435\", \"g\": \"g\", \"z_score\": 2.551641318602771}, {\"28.7967\": \"12.1929\", \"16.0021\": \"8.5395\", \"2.6449\": \"2.3128\", \"0.3918\": \"0.8467\", \"0.1982\": \"0.674\", \"27.7004\": \"8.4709\", \"22.011\": \"11.075\", \"-8.2027\": \"6.3586\", \"40.092\": \"27.2483\", \"81.8828\": \"263.954\", \"g\": \"g\", \"z_score\": 2.551094311935719}, {\"28.7967\": \"18.1641\", \"16.0021\": \"7.0722\", \"2.6449\": \"2.2978\", \"0.3918\": \"0.8463\", \"0.1982\": \"0.471\", \"27.7004\": \"6.8624\", \"22.011\": \"-9.8466\", \"-8.2027\": \"-4.7293\", \"40.092\": \"14.3451\", \"81.8828\": \"175.339\", \"g\": \"g\", \"z_score\": 2.5489062852675124}, {\"28.7967\": \"13.7929\", \"16.0021\": \"9.3686\", \"2.6449\": \"2.4208\", \"0.3918\": \"0.8463\", \"0.1982\": \"0.4383\", \"27.7004\": \"14.6132\", \"22.011\": \"4.8925\", \"-8.2027\": \"11.6391\", \"40.092\": \"83.7854\", \"81.8828\": \"160.538\", \"g\": \"h\", \"z_score\": 2.5489062852675124}, {\"28.7967\": \"13.2086\", \"16.0021\": \"9.1934\", \"2.6449\": \"2.2956\", \"0.3918\": \"0.8456\", \"0.1982\": \"0.5696\", \"27.7004\": \"11.1843\", \"22.011\": \"9.9016\", \"-8.2027\": \"10.6913\", \"40.092\": \"46.255\", \"81.8828\": \"188.909\", \"g\": \"g\", \"z_score\": 2.5450772385981497}, {\"28.7967\": \"19.5444\", \"16.0021\": \"5.6572\", \"2.6449\": \"2.2799\", \"0.3918\": \"0.8451\", \"0.1982\": \"0.643\", \"27.7004\": \"13.5508\", \"22.011\": \"19.5788\", \"-8.2027\": \"-5.5527\", \"40.092\": \"14.086\", \"81.8828\": \"180.542\", \"g\": \"h\", \"z_score\": 2.5423422052628903}, {\"28.7967\": \"16.4192\", \"16.0021\": \"7.2124\", \"2.6449\": \"2.3064\", \"0.3918\": \"0.8444\", \"0.1982\": \"0.5951\", \"27.7004\": \"-3.036\", \"22.011\": \"-7.2376\", \"-8.2027\": \"-5.8913\", \"40.092\": \"38.836\", \"81.8828\": \"121.099\", \"g\": \"g\", \"z_score\": 2.5385131585935286}, {\"28.7967\": \"13.7784\", \"16.0021\": \"9.4179\", \"2.6449\": \"2.2776\", \"0.3918\": \"0.8443\", \"0.1982\": \"0.4354\", \"27.7004\": \"-14.6666\", \"22.011\": \"-4.6403\", \"-8.2027\": \"11.659\", \"40.092\": \"42.5529\", \"81.8828\": \"145.204\", \"g\": \"g\", \"z_score\": 2.5379661519264767}, {\"28.7967\": \"25.9462\", \"16.0021\": \"5.9566\", \"2.6449\": \"2.4583\", \"0.3918\": \"0.8442\", \"0.1982\": \"0.4677\", \"27.7004\": \"-19.2082\", \"22.011\": \"5.6947\", \"-8.2027\": \"-7.4305\", \"40.092\": \"14.9896\", \"81.8828\": \"145.4616\", \"g\": \"h\", \"z_score\": 2.5374191452594244}, {\"28.7967\": \"17.4898\", \"16.0021\": \"7.1962\", \"2.6449\": \"2.2753\", \"0.3918\": \"0.8435\", \"0.1982\": \"0.5279\", \"27.7004\": \"-5.02\", \"22.011\": \"5.0717\", \"-8.2027\": \"5.32\", \"40.092\": \"45.254\", \"81.8828\": \"60.518\", \"g\": \"g\", \"z_score\": 2.5335900985900626}, {\"28.7967\": \"19.2157\", \"16.0021\": \"6.6821\", \"2.6449\": \"2.5397\", \"0.3918\": \"0.8427\", \"0.1982\": \"0.4921\", \"27.7004\": \"17.8558\", \"22.011\": \"15.1868\", \"-8.2027\": \"3.2288\", \"40.092\": \"0.348\", \"81.8828\": \"148.574\", \"g\": \"h\", \"z_score\": 2.529214045253648}, {\"28.7967\": \"19.3757\", \"16.0021\": \"6.5595\", \"2.6449\": \"2.2844\", \"0.3918\": \"0.8416\", \"0.1982\": \"0.5169\", \"27.7004\": \"17.1798\", \"22.011\": \"16.0747\", \"-8.2027\": \"4.0257\", \"40.092\": \"12.686\", \"81.8828\": \"184.344\", \"g\": \"g\", \"z_score\": 2.5231969719160787}, {\"28.7967\": \"20.0912\", \"16.0021\": \"7.8174\", \"2.6449\": \"2.2924\", \"0.3918\": \"0.8413\", \"0.1982\": \"0.5316\", \"27.7004\": \"22.1617\", \"22.011\": \"-6.3538\", \"-8.2027\": \"16.1088\", \"40.092\": \"73.6545\", \"81.8828\": \"224.8616\", \"g\": \"h\", \"z_score\": 2.5215559519149235}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 128.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..080f546fa399d16740c87c9d6c0e94b5d57fd6dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:39:55.157637+00:00", + "ended_at": "2026-05-04T09:40:10.489483+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6b5190524a7b7419", + "problem_id": "v2p_n11_74b4b301781a12b7", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_6b5190524a7b7419.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6b5190524a7b7419", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 315, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 256, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15156.63, + "sql_execution_elapsed_ms_total": 128.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6b5190524a7b7419\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b13923a23eb3b9ba0fe7a09110385801e329147 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:10.349828+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15156.63, "started_at": "2026-05-04T09:39:55.160282+00:00", "ended_at": "2026-05-04T09:40:10.318164+00:00", "prompt_metrics": {"chars": 7328, "bytes_utf8": 7328, "lines": 226, "estimated_tokens": 2395}, "response_metrics": {"chars": 803, "bytes_utf8": 803, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 315}, "stderr_preview": "2026-05-04T09:39:55.399787Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:57.713164Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC;\",\"notes\":\"Used the planned template with measure_col bound to \\\"0.3918\\\". Replaced non-SQLite STDDEV with a SQLite-compatible population standard deviation expression based on windowed AVG, and cast the TEXT measure column to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5f2085c028719861ed5cec6d3ca943ec7420c8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6b5190524a7b7419/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6b5190524a7b7419", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 315, + "total_tokens": 22801, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 256, + "estimated_total_tokens": 2651, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15156.63, + "sql_execution_elapsed_ms_total": 128.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6b5190524a7b7419\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd7e5a9f3c0f5401c47e8cf9f81caf7233632cbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 226, "estimated_tokens": 2363}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22454, "cached_input_tokens": 19840, "output_tokens": 209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d5771f954fc4f6f8363c182e2485d82cbf685f5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6c140a6a6e625c54", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2507, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12801.63, + "sql_execution_elapsed_ms_total": 62.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6c140a6a6e625c54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..402112b37bc95189a3b402b6b3bc2243a68ca0ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:59.501967+00:00", + "ended_at": "2026-05-04T09:34:12.304105+00:00", + "elapsed_ms": 12801.63, + "prompt_metrics": { + "chars": 7249, + "bytes_utf8": 7249, + "lines": 226, + "estimated_tokens": 2363 + }, + "stdout_metrics": { + "chars": 838, + "bytes_utf8": 838, + "lines": 4, + "estimated_tokens": 255 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22454, + "cached_input_tokens": 19840, + "output_tokens": 209 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09084905b476dcf74d6df2f2b38594d0ef1a4cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4fe416ebce8e448a475cf2ead3d2a564bfba004 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-5de5-75e2-8d98-1310ffb818d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"2.6449\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"2.6449\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"2.6449\\\" and num_tiles=10. Applied CAST(... AS REAL) for correct numeric ordering because the schema stores this column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":19840,"output_tokens":209}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..880672d68feeb77ca42bc80c813124a63db33357 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"2.6449\",\n NTILE(10) OVER (ORDER BY CAST(\"2.6449\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"2.6449\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"2.6449\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"2.6449\" and num_tiles=10. Applied CAST(... AS REAL) for correct numeric ordering because the schema stores this column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..128e7a8da2ffc39ecb4439032e688e558b3f6d87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:59.705652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:02.097418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:11.490685Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2edf7a95ca272d268f52ebb530b0c7818880f2fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449. +Result preview: [{"2.6449": "5.3233"}, {"2.6449": "5.1795"}, {"2.6449": "5.1467"}, {"2.6449": "5.0118"}, {"2.6449": "5.01"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59d6ce84a4a3b4f05f781f033eeb01ea93314dc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_6c140a6a6e625c54 +-- problem_id: v2p_n11_40f129caa22feb56 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "2.6449", + NTILE(10) OVER (ORDER BY CAST("2.6449" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "2.6449" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("2.6449" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5366dbbaea53a947a555dd0880a89998bab75c43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"2.6449\",\n NTILE(10) OVER (ORDER BY CAST(\"2.6449\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"2.6449\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"2.6449\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"2.6449\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"2.6449\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC;\", \"columns\": [\"2.6449\"], \"rows\": [{\"2.6449\": \"5.3233\"}, {\"2.6449\": \"5.1795\"}, {\"2.6449\": \"5.1467\"}, {\"2.6449\": \"5.0118\"}, {\"2.6449\": \"5.01\"}, {\"2.6449\": \"4.9946\"}, {\"2.6449\": \"4.9518\"}, {\"2.6449\": \"4.9369\"}, {\"2.6449\": \"4.905\"}, {\"2.6449\": \"4.8501\"}, {\"2.6449\": \"4.8376\"}, {\"2.6449\": \"4.8252\"}, {\"2.6449\": \"4.8025\"}, {\"2.6449\": \"4.7981\"}, {\"2.6449\": \"4.7552\"}, {\"2.6449\": \"4.7133\"}, {\"2.6449\": \"4.6964\"}, {\"2.6449\": \"4.6791\"}, {\"2.6449\": \"4.6579\"}, {\"2.6449\": \"4.6492\"}, {\"2.6449\": \"4.6453\"}, {\"2.6449\": \"4.6444\"}, {\"2.6449\": \"4.6444\"}, {\"2.6449\": \"4.6295\"}, {\"2.6449\": \"4.6289\"}, {\"2.6449\": \"4.6269\"}, {\"2.6449\": \"4.6163\"}, {\"2.6449\": \"4.6113\"}, {\"2.6449\": \"4.6094\"}, {\"2.6449\": \"4.5943\"}, {\"2.6449\": \"4.5848\"}, {\"2.6449\": \"4.5769\"}, {\"2.6449\": \"4.5762\"}, {\"2.6449\": \"4.5739\"}, {\"2.6449\": \"4.5685\"}, {\"2.6449\": \"4.5565\"}, {\"2.6449\": \"4.55\"}, {\"2.6449\": \"4.5364\"}, {\"2.6449\": \"4.5348\"}, {\"2.6449\": \"4.5326\"}, {\"2.6449\": \"4.5317\"}, {\"2.6449\": \"4.5313\"}, {\"2.6449\": \"4.5312\"}, {\"2.6449\": \"4.527\"}, {\"2.6449\": \"4.526\"}, {\"2.6449\": \"4.5105\"}, {\"2.6449\": \"4.5025\"}, {\"2.6449\": \"4.495\"}, {\"2.6449\": \"4.4923\"}, {\"2.6449\": \"4.4838\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 62.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e6625386ee2b8e1a04b7017188333349c6bfbd29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:33:59.496300+00:00", + "ended_at": "2026-05-04T09:34:12.405865+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6c140a6a6e625c54", + "problem_id": "v2p_n11_40f129caa22feb56", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_6c140a6a6e625c54.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6c140a6a6e625c54", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 19840, + "output_tokens": 209, + "total_tokens": 22663, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2507, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12801.63, + "sql_execution_elapsed_ms_total": 62.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6c140a6a6e625c54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f043527f69524e4c59dfade6fb8da29e816130eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6c140a6a6e625c54/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:12.333151+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12801.63, "started_at": "2026-05-04T09:33:59.501967+00:00", "ended_at": "2026-05-04T09:34:12.304105+00:00", "prompt_metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22454, "cached_input_tokens": 19840, "output_tokens": 209}, "stderr_preview": "2026-05-04T09:33:59.705652Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:02.097418Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22256a48f7886b66652211a8535404363d59abbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-13a3-74f1-910c-ef21bb4c3ced"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 3.1016\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22441,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf4adb727e0609f466e7b9c7e931beb3ef0605ff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"2.6449\" AS REAL)) > 3.1016\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required template with group_col=\"g\" and measure_col=\"2.6449\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9e01f68173dad20771d4e59dba698ed6a26d3aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:57.362152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:59.954776Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:08.290102Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e87cce44cc1002f125ee9c39b72ce255c510be6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}, {"g": "h", "total_measure": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..61cbb488f47d4dddfd77261b42157984c06bf89e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_6f153b6a1bf38614 +-- problem_id: v2p_n11_4b25691a09191a8c +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("2.6449" AS REAL)) > 3.1016 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb78f7d7e2aa1406766c79c10a4debb90d84e11d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"2.6449\" AS REAL)) > 3.1016\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 3.1016\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}, {\"g\": \"h\", \"total_measure\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.16}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09fa7f0cca2952063a7ddc54702bd5f1fd2863cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:36:57.104220+00:00", + "ended_at": "2026-05-04T09:37:09.678345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6f153b6a1bf38614", + "problem_id": "v2p_n11_4b25691a09191a8c", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_6f153b6a1bf38614.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6f153b6a1bf38614", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22598, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2469, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12511.3, + "sql_execution_elapsed_ms_total": 20.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6f153b6a1bf38614\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..59c8695bcd2165a11b278831b3aab1593c3bfcb4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:09.642445+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12511.3, "started_at": "2026-05-04T09:36:57.108331+00:00", "ended_at": "2026-05-04T09:37:09.619483+00:00", "prompt_metrics": {"chars": 7231, "bytes_utf8": 7231, "lines": 228, "estimated_tokens": 2352}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T09:36:57.362152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:59.954776Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.1016\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7fe06edb05cda2bc65b158122b91117fc594a30a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6f153b6a1bf38614/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_6f153b6a1bf38614", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22598, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2469, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12511.3, + "sql_execution_elapsed_ms_total": 20.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_6f153b6a1bf38614\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37e0e82cc50ab03f727c2eefb62f491ca32e37aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"16.0021": "0", "support": 98, "avg_response": 0.7380500000000001}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec9359ca2c6819741d9a8dd9cddf6bcd4aeaaa2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_6fefd6e0cce8f3eb +-- problem_id: v2p_n11_a20d237fcd6d5290 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6002a030dcdf23d5ad181816fa59385420923cc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_6fefd6e0cce8f3eb\n-- problem_id: v2p_n11_a20d237fcd6d5290\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_6fefd6e0cce8f3eb\\n-- problem_id: v2p_n11_a20d237fcd6d5290\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 0.7380500000000001}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.5}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e9a7f5a8722f130a8ab43d775908fcb73304807 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.457005+00:00", + "ended_at": "2026-05-04T09:41:38.487926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_6fefd6e0cce8f3eb", + "problem_id": "v2p_n11_a20d237fcd6d5290", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_6fefd6e0cce8f3eb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_6fefd6e0cce8f3eb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e0fa6da97208b92cc7925a89d6319c7fa3d88db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_7044511c4039fe47 +-- problem_id: v2p_n11_3180eb331ba8381d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ca0eff868715eec9aae58611e3877b9d89732b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_7044511c4039fe47\n-- problem_id: v2p_n11_3180eb331ba8381d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_7044511c4039fe47\\n-- problem_id: v2p_n11_3180eb331ba8381d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d1072dc82a231a5ba05acf1a11c168c7c6d94399 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.329148+00:00", + "ended_at": "2026-05-04T09:41:39.355508+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7044511c4039fe47", + "problem_id": "v2p_n11_3180eb331ba8381d", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=34", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 34, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_7044511c4039fe47.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7044511c4039fe47/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b0c12b6a0e78a5ea57b2b31feedf2feb78dbf63 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"2.6449": "2.1508", "support": 27, "avg_response": 8.264444444444445}, {"2.6449": "2.1287", "support": 24, "avg_response": 8.389241666666667}, {"2.6449": "2.0774", "support": 24, "avg_response": 8.091079166666667}, {"2.6449": "2.1319", "support": 23, "avg_response": 7.857678260869565}, {"2.6449": "2.3139", "support": 22, "avg_response": 10.012531818181818}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f52607efa68ed9ebf4bbce818013244a2339dd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_714de7e05d1f064a +-- problem_id: v2p_n11_b76ec1d002235dc4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1ac416b29426ca73d23a1de05692c6ae7e8effe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_714de7e05d1f064a\n-- problem_id: v2p_n11_b76ec1d002235dc4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"2.6449\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_714de7e05d1f064a\\n-- problem_id: v2p_n11_b76ec1d002235dc4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"2.6449\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 8.264444444444445}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 8.389241666666667}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 8.091079166666667}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 7.857678260869565}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 10.012531818181818}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 9.763181818181819}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 6.673763636363637}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 12.007552380952381}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 10.15160476190476}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 13.130410000000001}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 12.454765}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 10.961155}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 8.545365}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 13.782947368421052}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 12.300457894736843}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 12.291494736842106}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 12.131636842105264}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 11.156815789473685}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 9.076068421052632}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 8.622526315789473}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 6.816436842105264}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 13.006377777777779}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 12.991305555555556}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 12.450822222222222}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 12.175611111111111}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 11.570033333333335}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 10.3319}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 10.074127777777777}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 9.570622222222221}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 9.407966666666667}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 8.157433333333334}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 7.9574444444444445}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 7.955400000000001}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 6.6558}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 13.841576470588237}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 13.092964705882352}, {\"2.6449\": \"2.4955\", \"support\": 17, \"avg_response\": 12.894129411764705}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 10.83010588235294}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 10.531923529411765}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 10.46644705882353}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 10.40999411764706}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 10.222411764705882}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 10.116900000000001}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 10.055211764705883}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 9.739888235294117}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 9.730517647058823}, {\"2.6449\": \"2.1123\", \"support\": 17, \"avg_response\": 9.412523529411764}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 9.011082352941177}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 8.948294117647059}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 7.89204705882353}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51a33d3298e91fa9f99e85db9962e2de49664919 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.518628+00:00", + "ended_at": "2026-05-04T09:41:38.545915+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_714de7e05d1f064a", + "problem_id": "v2p_n11_b76ec1d002235dc4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=2.6449.", + "bindings": { + "key_col": "2.6449", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_714de7e05d1f064a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_714de7e05d1f064a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7675d0c0ed4bf4ebf7cd51bf0be0b579d0fa6079 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..25a6ad82d0b202fe4544f0fb4dff9e809734afff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_71e484d9e2f7d5ea", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 248, + "total_tokens": 22848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13150.43, + "sql_execution_elapsed_ms_total": 10.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_71e484d9e2f7d5ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..258b1c8e61b22b4222999983003e8284bf09f3f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:04:36.831188+00:00", + "ended_at": "2026-05-04T09:04:49.975331+00:00", + "elapsed_ms": 13150.43, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": 2509 + }, + "stdout_metrics": { + "chars": 957, + "bytes_utf8": 957, + "lines": 4, + "estimated_tokens": 283 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 618, + "bytes_utf8": 618, + "lines": 1, + "estimated_tokens": 167 + }, + "usage": { + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 248 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..914a058c949fa2eeeb8681d5ea3d78eac5c79edc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..785d692e2efa85bf6723e04b4ca259a18a061997 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-7865-7cd3-bf6e-f2da9395cebd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using 'g' as the numerator condition and 'h' as the denominator condition.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":248}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52b9e99848691f5395922f373c90e3394b41d836 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"g\" and condition_col=\"g\", using 'g' as the numerator condition and 'h' as the denominator condition."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c918a4d48c9882170145193169f46abf6d45528d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:37.037878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:39.450156Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:49.138661Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc105972d969a98d76a7e0331a5eced60748be8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_71e484d9e2f7d5ea +-- problem_id: v2p_n11_ade7d23f6552d668 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5fee3d63ae9e3f9990cc1a2b0c76094ccb2b1806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f2cf6e63846ea6bd4586975218901f19bb09b30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:04:36.825272+00:00", + "ended_at": "2026-05-04T09:04:50.018163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_71e484d9e2f7d5ea", + "problem_id": "v2p_n11_ade7d23f6552d668", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_71e484d9e2f7d5ea.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_71e484d9e2f7d5ea", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 248, + "total_tokens": 22848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13150.43, + "sql_execution_elapsed_ms_total": 10.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_71e484d9e2f7d5ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02a189e4ab3ced4efbcce2a2fbd48936497f6dba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_71e484d9e2f7d5ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:49.999763+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13150.43, "started_at": "2026-05-04T09:04:36.831188+00:00", "ended_at": "2026-05-04T09:04:49.975331+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 618, "bytes_utf8": 618, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 248}, "stderr_preview": "2026-05-04T09:04:37.037878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:39.450156Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49c488c3e718624f12cc721be33a3d73713e1f6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_727f54cc8b6ec29a\n-- problem_id: v2p_n11_a9e0201fc24dcebc\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_727f54cc8b6ec29a\\n-- problem_id: v2p_n11_a9e0201fc24dcebc\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..965af8b7e31b6253bae729fe01afe8ff03a4cc99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.300079+00:00", + "ended_at": "2026-05-04T09:41:39.326418+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_727f54cc8b6ec29a", + "problem_id": "v2p_n11_a9e0201fc24dcebc", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_727f54cc8b6ec29a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_727f54cc8b6ec29a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bffc7d445b8f94f6bebdaf18b08fe475239fe44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8527098b3d640e8ff307271b2a9a09b34651c9a9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7436303fd523fc67", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2458, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13947.41, + "sql_execution_elapsed_ms_total": 10.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7436303fd523fc67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fdf7f3d011d0e56bf2078cc408d8e54787ec2a78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:52.036390+00:00", + "ended_at": "2026-05-04T09:01:05.983385+00:00", + "elapsed_ms": 13947.41, + "prompt_metrics": { + "chars": 7292, + "bytes_utf8": 7292, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cec995bdcd55ac0c3082bda967eb00aaed082147 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65b55bdc3e382e8448f7c5301c7729ea4db5eaac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-0a60-74f2-8027-b3feff62bd70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='g' and SQLite-compatible identifier quoting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..558fb48133c8d3a3594c981ea3f9f3cd9a69704b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='g' and SQLite-compatible identifier quoting."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2974e310331335e9cc5ee160d71cd8d8d838f0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:52.238574Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:54.576883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:05.166709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ca1d2affec56b5fcbeff543c85653e57b6e0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22ee7f702d40fad2bc7da36bc38ed7b45d475265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_7436303fd523fc67 +-- problem_id: v2p_n11_b4ba8ad28c57f2af +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f074e5a84110c5eff8a98a1fe5d511f7cf6283e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2579e9ddf64e03fb22b2223ef9cfbbb7f75b9696 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:00:52.031942+00:00", + "ended_at": "2026-05-04T09:01:06.022858+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7436303fd523fc67", + "problem_id": "v2p_n11_b4ba8ad28c57f2af", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_7436303fd523fc67.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7436303fd523fc67", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22611, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2458, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13947.41, + "sql_execution_elapsed_ms_total": 10.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7436303fd523fc67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ee89cdff347bbf95c2b3c3da407f537f70d8940 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7436303fd523fc67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:06.001742+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13947.41, "started_at": "2026-05-04T09:00:52.036390+00:00", "ended_at": "2026-05-04T09:01:05.983385+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T09:00:52.238574Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:54.576883Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..153418c7068648ef11d6760f30767799e3ecc312 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-7ec4-75b2-aec9-e17ee9ef9cbc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH base AS (\\n SELECT\\n *,\\n CAST(\\\"22.011\\\" AS REAL) AS measure_value\\n FROM \\\"n11\\\"\\n),\\nstats AS (\\n SELECT\\n AVG(measure_value) AS mean_value,\\n AVG(measure_value * measure_value) - AVG(measure_value) * AVG(measure_value) AS variance_value\\n FROM base\\n),\\nscored AS (\\n SELECT\\n base.*,\\n (base.measure_value - stats.mean_value) AS deviation,\\n stats.variance_value\\n FROM base\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE variance_value > 0\\n AND (deviation * deviation) / variance_value > (2.0 * 2.0)\\nORDER BY measure_value DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by replacing unsupported STDDEV with variance computed as AVG(x*x) - AVG(x)*AVG(x), casting \\\"22.011\\\" from TEXT to REAL, and filtering on squared z-score > 4.0 to avoid requiring SQRT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22484,"cached_input_tokens":21888,"output_tokens":415}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2075d9779c3ea8f1e4366b9708aed4265e86d30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH base AS (\n SELECT\n *,\n CAST(\"22.011\" AS REAL) AS measure_value\n FROM \"n11\"\n),\nstats AS (\n SELECT\n AVG(measure_value) AS mean_value,\n AVG(measure_value * measure_value) - AVG(measure_value) * AVG(measure_value) AS variance_value\n FROM base\n),\nscored AS (\n SELECT\n base.*,\n (base.measure_value - stats.mean_value) AS deviation,\n stats.variance_value\n FROM base\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE variance_value > 0\n AND (deviation * deviation) / variance_value > (2.0 * 2.0)\nORDER BY measure_value DESC;","notes":"Adapted the planned z-score outlier template for SQLite by replacing unsupported STDDEV with variance computed as AVG(x*x) - AVG(x)*AVG(x), casting \"22.011\" from TEXT to REAL, and filtering on squared z-score > 4.0 to avoid requiring SQRT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23e93d5bb4879ac4928e8c9e220c2eda37f63509 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:41.359612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:43.787320Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:56.493513Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4f7984d63fbb2af15e0f4fa395339c159710e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011. +Result preview: [{"28.7967": "211.8697", "16.0021": "57.7383", "2.6449": "3.1707", "0.3918": "0.227", "0.1982": "0.0905", "27.7004": "70.5678", "22.011": "238.321", "-8.2027": "-37.908", "40.092": "65.2246", "81.8828": "109.4099", "g": "h", "measure_value": 238.321, "deviation": 227.77605802618433, "variance_value": 2601.005125207008}, {"28.7967": "222.77", "16.0021": "24.8556", "2.6449": "2.8765", "0.3918": "0.3269", "0.1982": "0.1654", "27.7004": "129.91", "22.011": "231.446", "-8.2027": "14.6602", "40.092": "20.158", "81.8828": "78.7911", "g": "h", "measure_value": 231.446, "deviation": 220.90105802618433, "variance_value": 2601.005125207008}, {"28.7967": "270.5497", "16.0021": "70.7475", "2.6449": "3.2764", "0.3918": "0.2297", "0.1982": "0.0899", "27.7004": "-305.0921", "22.011": "227.8174", "-8.2027": "-20.7536", "40.092": "68.0046", "81.8828": "239.7722", "g": "h", "measure_value": 227.8174, "deviation": 217.27245802618432, "variance_value": 2601.005125207008}, {"28.7967": "220.9871", "16.0021": "26.544", "2.6449": "2.9572", "0.3918": "0.2357", "0.1982": "0.1471", "27.7004": "150.8274", "22.011": "226.3506", "-8.2027": "16.6093", "40.092": "16.1113", "81.8828": "98.1594", "g": "h", "measure_value": 226.3506, "deviation": 215.80565802618432, "variance_value": 2601.005125207008}, {"28.7967": "200.9052", "16.0021": "29.3163", "2.6449": "2.8298", "0.3918": "0.3906", "0.1982": "0.1994", "27.7004": "119.3186", "22.011": "222.417", "-8.2027": "-14.0068", "40.092": "41.6755", "81.8828": "167.1401", "g": "h", "measure_value": 222.417, "deviation": 211.87205802618433, "variance_value": 2601.005125207008}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac81be0b45ce79b233c3f3638360db13d03279c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_7549a4bee14f7bcb +-- problem_id: v2p_n11_971eacf76e9e8080 +-- realization_mode: agent +-- source_kind: agent +WITH base AS ( + SELECT + *, + CAST("22.011" AS REAL) AS measure_value + FROM "n11" +), +stats AS ( + SELECT + AVG(measure_value) AS mean_value, + AVG(measure_value * measure_value) - AVG(measure_value) * AVG(measure_value) AS variance_value + FROM base +), +scored AS ( + SELECT + base.*, + (base.measure_value - stats.mean_value) AS deviation, + stats.variance_value + FROM base + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE variance_value > 0 + AND (deviation * deviation) / variance_value > (2.0 * 2.0) +ORDER BY measure_value DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a721754389b5f0c8dd3f7bc3db7958449f825580 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH base AS (\n SELECT\n *,\n CAST(\"22.011\" AS REAL) AS measure_value\n FROM \"n11\"\n),\nstats AS (\n SELECT\n AVG(measure_value) AS mean_value,\n AVG(measure_value * measure_value) - AVG(measure_value) * AVG(measure_value) AS variance_value\n FROM base\n),\nscored AS (\n SELECT\n base.*,\n (base.measure_value - stats.mean_value) AS deviation,\n stats.variance_value\n FROM base\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE variance_value > 0\n AND (deviation * deviation) / variance_value > (2.0 * 2.0)\nORDER BY measure_value DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH base AS (\\n SELECT\\n *,\\n CAST(\\\"22.011\\\" AS REAL) AS measure_value\\n FROM \\\"n11\\\"\\n),\\nstats AS (\\n SELECT\\n AVG(measure_value) AS mean_value,\\n AVG(measure_value * measure_value) - AVG(measure_value) * AVG(measure_value) AS variance_value\\n FROM base\\n),\\nscored AS (\\n SELECT\\n base.*,\\n (base.measure_value - stats.mean_value) AS deviation,\\n stats.variance_value\\n FROM base\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE variance_value > 0\\n AND (deviation * deviation) / variance_value > (2.0 * 2.0)\\nORDER BY measure_value DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"measure_value\", \"deviation\", \"variance_value\"], \"rows\": [{\"28.7967\": \"211.8697\", \"16.0021\": \"57.7383\", \"2.6449\": \"3.1707\", \"0.3918\": \"0.227\", \"0.1982\": \"0.0905\", \"27.7004\": \"70.5678\", \"22.011\": \"238.321\", \"-8.2027\": \"-37.908\", \"40.092\": \"65.2246\", \"81.8828\": \"109.4099\", \"g\": \"h\", \"measure_value\": 238.321, \"deviation\": 227.77605802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"222.77\", \"16.0021\": \"24.8556\", \"2.6449\": \"2.8765\", \"0.3918\": \"0.3269\", \"0.1982\": \"0.1654\", \"27.7004\": \"129.91\", \"22.011\": \"231.446\", \"-8.2027\": \"14.6602\", \"40.092\": \"20.158\", \"81.8828\": \"78.7911\", \"g\": \"h\", \"measure_value\": 231.446, \"deviation\": 220.90105802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"270.5497\", \"16.0021\": \"70.7475\", \"2.6449\": \"3.2764\", \"0.3918\": \"0.2297\", \"0.1982\": \"0.0899\", \"27.7004\": \"-305.0921\", \"22.011\": \"227.8174\", \"-8.2027\": \"-20.7536\", \"40.092\": \"68.0046\", \"81.8828\": \"239.7722\", \"g\": \"h\", \"measure_value\": 227.8174, \"deviation\": 217.27245802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"220.9871\", \"16.0021\": \"26.544\", \"2.6449\": \"2.9572\", \"0.3918\": \"0.2357\", \"0.1982\": \"0.1471\", \"27.7004\": \"150.8274\", \"22.011\": \"226.3506\", \"-8.2027\": \"16.6093\", \"40.092\": \"16.1113\", \"81.8828\": \"98.1594\", \"g\": \"h\", \"measure_value\": 226.3506, \"deviation\": 215.80565802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"200.9052\", \"16.0021\": \"29.3163\", \"2.6449\": \"2.8298\", \"0.3918\": \"0.3906\", \"0.1982\": \"0.1994\", \"27.7004\": \"119.3186\", \"22.011\": \"222.417\", \"-8.2027\": \"-14.0068\", \"40.092\": \"41.6755\", \"81.8828\": \"167.1401\", \"g\": \"h\", \"measure_value\": 222.417, \"deviation\": 211.87205802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"233.094\", \"16.0021\": \"33.1213\", \"2.6449\": \"3.4052\", \"0.3918\": \"0.1125\", \"0.1982\": \"0.0572\", \"27.7004\": \"208.628\", \"22.011\": \"217.934\", \"-8.2027\": \"8.618\", \"40.092\": \"65.1453\", \"81.8828\": \"78.0064\", \"g\": \"h\", \"measure_value\": 217.934, \"deviation\": 207.38905802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"214.4246\", \"16.0021\": \"25.0263\", \"2.6449\": \"2.8975\", \"0.3918\": \"0.2188\", \"0.1982\": \"0.1527\", \"27.7004\": \"155.2837\", \"22.011\": \"217.624\", \"-8.2027\": \"14.211\", \"40.092\": \"18.6414\", \"81.8828\": \"110.4345\", \"g\": \"h\", \"measure_value\": 217.624, \"deviation\": 207.07905802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"222.418\", \"16.0021\": \"14.5959\", \"2.6449\": \"2.9141\", \"0.3918\": \"0.2608\", \"0.1982\": \"0.1408\", \"27.7004\": \"147.373\", \"22.011\": \"216.985\", \"-8.2027\": \"-1.7177\", \"40.092\": \"16.884\", \"81.8828\": \"110.643\", \"g\": \"h\", \"measure_value\": 216.985, \"deviation\": 206.44005802618435, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"196.051\", \"16.0021\": \"26.7767\", \"2.6449\": \"2.7505\", \"0.3918\": \"0.2824\", \"0.1982\": \"0.1696\", \"27.7004\": \"60.0775\", \"22.011\": \"215.894\", \"-8.2027\": \"17.4956\", \"40.092\": \"40.5414\", \"81.8828\": \"79.5809\", \"g\": \"g\", \"measure_value\": 215.894, \"deviation\": 205.34905802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"272.063\", \"16.0021\": \"20.1242\", \"2.6449\": \"2.5563\", \"0.3918\": \"0.4556\", \"0.1982\": \"0.2319\", \"27.7004\": \"-349.757\", \"22.011\": \"203.863\", \"-8.2027\": \"-13.8784\", \"40.092\": \"62.3504\", \"81.8828\": \"184.06\", \"g\": \"g\", \"measure_value\": 203.863, \"deviation\": 193.31805802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"303.5676\", \"16.0021\": \"38.31\", \"2.6449\": \"3.5777\", \"0.3918\": \"0.1476\", \"0.1982\": \"0.0812\", \"27.7004\": \"-449.9526\", \"22.011\": \"200.3148\", \"-8.2027\": \"-19.2293\", \"40.092\": \"71.5012\", \"81.8828\": \"86.0291\", \"g\": \"h\", \"measure_value\": 200.3148, \"deviation\": 189.76985802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"287.7708\", \"16.0021\": \"35.2639\", \"2.6449\": \"2.8964\", \"0.3918\": \"0.3985\", \"0.1982\": \"0.2743\", \"27.7004\": \"-363.3382\", \"22.011\": \"199.2069\", \"-8.2027\": \"17.0406\", \"40.092\": \"24.9144\", \"81.8828\": \"130.3047\", \"g\": \"h\", \"measure_value\": 199.2069, \"deviation\": 188.66195802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"206.7469\", \"16.0021\": \"70.6047\", \"2.6449\": \"3.0232\", \"0.3918\": \"0.2985\", \"0.1982\": \"0.1431\", \"27.7004\": \"86.171\", \"22.011\": \"196.6923\", \"-8.2027\": \"55.4418\", \"40.092\": \"80.4459\", \"81.8828\": \"245.1055\", \"g\": \"h\", \"measure_value\": 196.6923, \"deviation\": 186.14735802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"173.882\", \"16.0021\": \"72.4744\", \"2.6449\": \"3.2472\", \"0.3918\": \"0.1398\", \"0.1982\": \"0.0733\", \"27.7004\": \"77.0394\", \"22.011\": \"196.643\", \"-8.2027\": \"-82.5138\", \"40.092\": \"67.5281\", \"81.8828\": \"191.605\", \"g\": \"h\", \"measure_value\": 196.643, \"deviation\": 186.09805802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"173.882\", \"16.0021\": \"72.4744\", \"2.6449\": \"3.2472\", \"0.3918\": \"0.1398\", \"0.1982\": \"0.0733\", \"27.7004\": \"77.0394\", \"22.011\": \"196.643\", \"-8.2027\": \"-82.5138\", \"40.092\": \"67.5281\", \"81.8828\": \"191.605\", \"g\": \"h\", \"measure_value\": 196.643, \"deviation\": 186.09805802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"197.9408\", \"16.0021\": \"57.4915\", \"2.6449\": \"3.3701\", \"0.3918\": \"0.1251\", \"0.1982\": \"0.0788\", \"27.7004\": \"161.5794\", \"22.011\": \"195.7525\", \"-8.2027\": \"44.9358\", \"40.092\": \"37.7404\", \"81.8828\": \"55.7734\", \"g\": \"h\", \"measure_value\": 195.7525, \"deviation\": 185.20755802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"171.0088\", \"16.0021\": \"60.9908\", \"2.6449\": \"3.1721\", \"0.3918\": \"0.2225\", \"0.1982\": \"0.1214\", \"27.7004\": \"74.1999\", \"22.011\": \"194.6039\", \"-8.2027\": \"-24.1557\", \"40.092\": \"49.181\", \"81.8828\": \"65.2621\", \"g\": \"h\", \"measure_value\": 194.6039, \"deviation\": 184.05895802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"239.7724\", \"16.0021\": \"32.4624\", \"2.6449\": \"3.1081\", \"0.3918\": \"0.4108\", \"0.1982\": \"0.2893\", \"27.7004\": \"-323.027\", \"22.011\": \"190.5494\", \"-8.2027\": \"-23.9543\", \"40.092\": \"42.2162\", \"81.8828\": \"194.9762\", \"g\": \"h\", \"measure_value\": 190.5494, \"deviation\": 180.00445802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"199.802\", \"16.0021\": \"29.3315\", \"2.6449\": \"2.5838\", \"0.3918\": \"0.4042\", \"0.1982\": \"0.2099\", \"27.7004\": \"137.076\", \"22.011\": \"190.353\", \"-8.2027\": \"18.5193\", \"40.092\": \"40.5742\", \"81.8828\": \"126.382\", \"g\": \"h\", \"measure_value\": 190.353, \"deviation\": 179.80805802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"135.8838\", \"16.0021\": \"52.4818\", \"2.6449\": \"3.4942\", \"0.3918\": \"0.1159\", \"0.1982\": \"0.0645\", \"27.7004\": \"7.5169\", \"22.011\": \"188.7137\", \"-8.2027\": \"-45.8003\", \"40.092\": \"85.6517\", \"81.8828\": \"288.441\", \"g\": \"h\", \"measure_value\": 188.7137, \"deviation\": 178.16875802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"254.5495\", \"16.0021\": \"36.3921\", \"2.6449\": \"3.1612\", \"0.3918\": \"0.2513\", \"0.1982\": \"0.1237\", \"27.7004\": \"-343.3577\", \"22.011\": \"187.4007\", \"-8.2027\": \"-24.658\", \"40.092\": \"47.5982\", \"81.8828\": \"69.493\", \"g\": \"h\", \"measure_value\": 187.4007, \"deviation\": 176.85575802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"149.9769\", \"16.0021\": \"55.8372\", \"2.6449\": \"3.1748\", \"0.3918\": \"0.2211\", \"0.1982\": \"0.0902\", \"27.7004\": \"28.3561\", \"22.011\": \"183.9805\", \"-8.2027\": \"-23.1379\", \"40.092\": \"5.6602\", \"81.8828\": \"147.4284\", \"g\": \"h\", \"measure_value\": 183.9805, \"deviation\": 173.43555802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"261.9504\", \"16.0021\": \"27.9167\", \"2.6449\": \"2.711\", \"0.3918\": \"0.3851\", \"0.1982\": \"0.2418\", \"27.7004\": \"236.6539\", \"22.011\": \"183.4282\", \"-8.2027\": \"-34.1001\", \"40.092\": \"27.8128\", \"81.8828\": \"48.0785\", \"g\": \"h\", \"measure_value\": 183.4282, \"deviation\": 172.88325802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"188.0012\", \"16.0021\": \"65.4023\", \"2.6449\": \"3.5602\", \"0.3918\": \"0.1133\", \"0.1982\": \"0.0622\", \"27.7004\": \"-345.1951\", \"22.011\": \"182.6961\", \"-8.2027\": \"-75.4503\", \"40.092\": \"82.3182\", \"81.8828\": \"297.4969\", \"g\": \"h\", \"measure_value\": 182.6961, \"deviation\": 172.15115802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"195.5007\", \"16.0021\": \"23.1589\", \"2.6449\": \"3.0301\", \"0.3918\": \"0.2077\", \"0.1982\": \"0.0977\", \"27.7004\": \"177.7441\", \"22.011\": \"182.673\", \"-8.2027\": \"13.715\", \"40.092\": \"9.2168\", \"81.8828\": \"69.8597\", \"g\": \"h\", \"measure_value\": 182.673, \"deviation\": 172.12805802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"204.7281\", \"16.0021\": \"60.6826\", \"2.6449\": \"3.0227\", \"0.3918\": \"0.1387\", \"0.1982\": \"0.0664\", \"27.7004\": \"152.7945\", \"22.011\": \"182.4354\", \"-8.2027\": \"-30.2022\", \"40.092\": \"58.3028\", \"81.8828\": \"216.1004\", \"g\": \"h\", \"measure_value\": 182.4354, \"deviation\": 171.89045802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"184.1744\", \"16.0021\": \"70.3681\", \"2.6449\": \"3.2656\", \"0.3918\": \"0.0991\", \"0.1982\": \"0.0563\", \"27.7004\": \"-378.9457\", \"22.011\": \"180.7741\", \"-8.2027\": \"-42.7278\", \"40.092\": \"89.5442\", \"81.8828\": \"39.5465\", \"g\": \"h\", \"measure_value\": 180.7741, \"deviation\": 170.22915802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"161.2946\", \"16.0021\": \"58.6567\", \"2.6449\": \"3.6\", \"0.3918\": \"0.0956\", \"0.1982\": \"0.0371\", \"27.7004\": \"68.0089\", \"22.011\": \"179.7483\", \"-8.2027\": \"-51.5118\", \"40.092\": \"48.6437\", \"81.8828\": \"121.3655\", \"g\": \"h\", \"measure_value\": 179.7483, \"deviation\": 169.20335802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"161.3747\", \"16.0021\": \"25.2288\", \"2.6449\": \"2.8603\", \"0.3918\": \"0.325\", \"0.1982\": \"0.1798\", \"27.7004\": \"89.4912\", \"22.011\": \"177.6937\", \"-8.2027\": \"-5.4882\", \"40.092\": \"63.7523\", \"81.8828\": \"127.839\", \"g\": \"h\", \"measure_value\": 177.6937, \"deviation\": 167.14875802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"193.0409\", \"16.0021\": \"41.4933\", \"2.6449\": \"3.5735\", \"0.3918\": \"0.1513\", \"0.1982\": \"0.0983\", \"27.7004\": \"140.1128\", \"22.011\": \"177.3619\", \"-8.2027\": \"-12.3078\", \"40.092\": \"34.766\", \"81.8828\": \"235.0704\", \"g\": \"h\", \"measure_value\": 177.3619, \"deviation\": 166.81695802618432, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"206.5307\", \"16.0021\": \"105.1574\", \"2.6449\": \"3.362\", \"0.3918\": \"0.3793\", \"0.1982\": \"0.2417\", \"27.7004\": \"-274.9827\", \"22.011\": \"174.4359\", \"-8.2027\": \"-91.8915\", \"40.092\": \"84.6314\", \"81.8828\": \"336.1271\", \"g\": \"h\", \"measure_value\": 174.4359, \"deviation\": 163.89095802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"132.313\", \"16.0021\": \"68.7357\", \"2.6449\": \"3.2222\", \"0.3918\": \"0.3052\", \"0.1982\": \"0.1754\", \"27.7004\": \"68.9678\", \"22.011\": \"173.067\", \"-8.2027\": \"-37.4081\", \"40.092\": \"85.6332\", \"81.8828\": \"281.961\", \"g\": \"h\", \"measure_value\": 173.067, \"deviation\": 162.52205802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"182.4738\", \"16.0021\": \"37.1706\", \"2.6449\": \"2.9856\", \"0.3918\": \"0.2622\", \"0.1982\": \"0.1841\", \"27.7004\": \"-265.0052\", \"22.011\": \"172.5351\", \"-8.2027\": \"7.6725\", \"40.092\": \"14.3907\", \"81.8828\": \"139.6862\", \"g\": \"h\", \"measure_value\": 172.5351, \"deviation\": 161.99015802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"160.688\", \"16.0021\": \"42.2971\", \"2.6449\": \"3.141\", \"0.3918\": \"0.1395\", \"0.1982\": \"0.0712\", \"27.7004\": \"144.584\", \"22.011\": \"172.517\", \"-8.2027\": \"-22.5529\", \"40.092\": \"58.138\", \"81.8828\": \"111.418\", \"g\": \"h\", \"measure_value\": 172.517, \"deviation\": 161.97205802618433, \"variance_value\": 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\"81.8828\": \"22.5724\", \"g\": \"h\", \"measure_value\": 168.544, \"deviation\": 157.99905802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"208.724\", \"16.0021\": \"51.3682\", \"2.6449\": \"3.242\", \"0.3918\": \"0.1506\", \"0.1982\": \"0.0753\", \"27.7004\": \"209.179\", \"22.011\": \"166.987\", \"-8.2027\": \"-34.032\", \"40.092\": \"83.3529\", \"81.8828\": \"178.474\", \"g\": \"h\", \"measure_value\": 166.987, \"deviation\": 156.44205802618433, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"156.37\", \"16.0021\": \"32.9325\", \"2.6449\": \"3.3676\", \"0.3918\": \"0.2089\", \"0.1982\": \"0.1087\", \"27.7004\": \"-289.955\", \"22.011\": \"165.703\", \"-8.2027\": \"17.1324\", \"40.092\": \"15.657\", \"81.8828\": \"252.137\", \"g\": \"g\", \"measure_value\": 165.703, \"deviation\": 155.15805802618434, \"variance_value\": 2601.005125207008}, {\"28.7967\": \"220.3177\", \"16.0021\": \"77.3349\", \"2.6449\": \"4.0902\", \"0.3918\": \"0.0335\", \"0.1982\": 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\"truncated\": true, \"elapsed_ms\": 33.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..22863695dbf1ef5088e23404529b8c6b5bfa2197 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:40:41.081733+00:00", + "ended_at": "2026-05-04T09:40:57.123276+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7549a4bee14f7bcb", + "problem_id": "v2p_n11_971eacf76e9e8080", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=22.011.", + "bindings": { + "measure_col": "22.011", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_7549a4bee14f7bcb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7549a4bee14f7bcb", + "api_calls": 0, + "input_tokens": 22484, + "cached_input_tokens": 21888, + "output_tokens": 415, + "total_tokens": 22899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2393, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2645, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15974.85, + "sql_execution_elapsed_ms_total": 33.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7549a4bee14f7bcb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..77a175a5704cae62cdd9512c79fffefe9802296a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:57.080241+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15974.85, "started_at": "2026-05-04T09:40:41.085507+00:00", "ended_at": "2026-05-04T09:40:57.060684+00:00", "prompt_metrics": {"chars": 7330, "bytes_utf8": 7330, "lines": 226, "estimated_tokens": 2393}, "response_metrics": {"chars": 926, "bytes_utf8": 926, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22484, "cached_input_tokens": 21888, "output_tokens": 415}, "stderr_preview": "2026-05-04T09:40:41.359612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:43.787320Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0\\n AND (deviation * deviation) / variance_value > (2.0 * 2.0)\\nORDER BY measure_value DESC;\",\"notes\":\"Adapted the planned z-score outlier template for SQLite by replacing unsupported STDDEV with variance computed as AVG(x*x) - AVG(x)*AVG(x), casting \\\"22.011\\\" from TEXT to REAL, and filtering on squared z-score > 4.0 to avoid requiring SQRT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b21d7fea3a4a37a98600780d3dd50962f6934e03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7549a4bee14f7bcb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7549a4bee14f7bcb", + "api_calls": 0, + "input_tokens": 22484, + "cached_input_tokens": 21888, + "output_tokens": 415, + "total_tokens": 22899, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2393, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2645, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15974.85, + "sql_execution_elapsed_ms_total": 33.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7549a4bee14f7bcb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93d5164110055c17e7b42b743dce928ea5b8c1bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2392}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 208}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1093fc026f887529ac6e1b9f6ce46353c432d7c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_75bdf9c9b6ca826b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22689, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2530, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12314.13, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_75bdf9c9b6ca826b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f128350d4f5d84587202dce45da94e26f8ac16e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:04.441699+00:00", + "ended_at": "2026-05-04T09:22:16.755980+00:00", + "elapsed_ms": 12314.13, + "prompt_metrics": { + "chars": 7353, + "bytes_utf8": 7353, + "lines": 232, + "estimated_tokens": 2392 + }, + "stdout_metrics": { + "chars": 806, + "bytes_utf8": 806, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": 138 + }, + "usage": { + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8573c765448444d584a2939da4ffc1574ceb25e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bf4353bfc5ed44893f26e77ebcff3048511be88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-74a8-7691-b99d-dded52ee5481"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the planned template with group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", predicate_col=\\\"81.8828\\\", predicate_op=\\\">=\\\", predicate_value=240.56455, and top_k=10. Casted TEXT columns to REAL for numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":208}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..107487f1d833f2f9ec7b2eb5efb53b8c46b9a3b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"81.8828\" AS REAL) >= 240.56455\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the planned template with group_col=\"g\", measure_col=\"27.7004\", predicate_col=\"81.8828\", predicate_op=\">=\", predicate_value=240.56455, and top_k=10. Casted TEXT columns to REAL for numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85293ace4c8f9e8d2b5a15cb2b654d2ecd5eb4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:04.668309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:07.052686Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:16.154184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8cfeab3ce4e2d00b6cc03c38eb9b37523732da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": -39102.2688}, {"g": "h", "total_measure": -99089.1346}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdbade3ce95b9d28fba3298070dc7b32270fed83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_75bdf9c9b6ca826b +-- problem_id: v2p_n11_f48dfd009d823b01 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("81.8828" AS REAL) >= 240.56455 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db70c576a4ed47e25382f011fd78bff3efafc142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"81.8828\" AS REAL) >= 240.56455\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"81.8828\\\" AS REAL) >= 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": -39102.2688}, {\"g\": \"h\", \"total_measure\": -99089.1346}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e5f844eaed2071136507644f4bfc425f6e5f40 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:22:04.437396+00:00", + "ended_at": "2026-05-04T09:22:16.791389+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_75bdf9c9b6ca826b", + "problem_id": "v2p_n11_f48dfd009d823b01", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "predicate_col": "81.8828", + "predicate_op": ">=", + "predicate_value": 240.56455, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_75bdf9c9b6ca826b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_75bdf9c9b6ca826b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22689, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2530, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12314.13, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_75bdf9c9b6ca826b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69de870531b486ec85a2642387689f3fe8c854dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:16.773474+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12314.13, "started_at": "2026-05-04T09:22:04.441699+00:00", "ended_at": "2026-05-04T09:22:16.755980+00:00", "prompt_metrics": {"chars": 7353, "bytes_utf8": 7353, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 208}, "stderr_preview": "2026-05-04T09:22:04.668309Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:07.052686Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 240.56455\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the planned template with group_col=\\\"g\\\", measure_col=\\\"27.7004\\\", predicate_col=\\\"81.8828\\\", predicate_op=\\\">=\\\", predicate_value=240.56455, and top_k=10. Casted TEXT columns to REAL for numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fc949dc3eb20ef7e75536ccb2aef6b3b44df511 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_75bdf9c9b6ca826b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_75bdf9c9b6ca826b", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 22689, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2530, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12314.13, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_75bdf9c9b6ca826b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a96719f27fdd6b7b83f1cea7479457421a1f0799 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7015, "bytes_utf8": 7015, "lines": 226, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..925c87c3b6e569dcc30be0070dd0fb3d8677a900 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_776e8c17d4c70b43", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.43, + "sql_execution_elapsed_ms_total": 10.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_776e8c17d4c70b43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..39434859dbbbba9fe4877e95573a3e56caf2df5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:10.278064+00:00", + "ended_at": "2026-05-04T09:35:21.246461+00:00", + "elapsed_ms": 10968.43, + "prompt_metrics": { + "chars": 7015, + "bytes_utf8": 7015, + "lines": 226, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 703, + "bytes_utf8": 703, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 393, + "bytes_utf8": 393, + "lines": 1, + "estimated_tokens": 107 + }, + "usage": { + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 123 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3f70f7c284cb0a60e4cd05dd72eb3121345cf5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed6f9f0ee46a3a404593e2afad25c2e71a2fbcbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-7257-7163-9216-f07ef41fbfca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"2.6449\\\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"2.6449\\\" and threshold fixed at 3.1016. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":123}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b827e70a5b27f2cbb02c4e25276aea01d0c5e6bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"2.6449\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"2.6449\" and threshold fixed at 3.1016. CAST to REAL ensures correct numeric comparison because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5d1b4eb97e627bf73df50cef95acb85c875da04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:10.477233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:12.809171Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:20.636926Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a9f7f7883a8e87db3b26b113edc6839b14108da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449. +Result preview: [{"empirical_cdf_at_threshold": 0.7501445922498554}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..baa26b8ab3e904b58f06b6917272ab9e310eb49d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_776e8c17d4c70b43 +-- problem_id: v2p_n11_b4ab85d5756827cf +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("2.6449" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e39d40262eaff3fe034788c93101b00df260130 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"2.6449\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"2.6449\\\" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7501445922498554}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67abf84a10ef0e9729dfb6918e4cdb0df231eb76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:35:10.274174+00:00", + "ended_at": "2026-05-04T09:35:21.286970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_776e8c17d4c70b43", + "problem_id": "v2p_n11_b4ab85d5756827cf", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_776e8c17d4c70b43.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_776e8c17d4c70b43", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 22511, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2406, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10968.43, + "sql_execution_elapsed_ms_total": 10.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_776e8c17d4c70b43\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4c766431d0a85d71e6c0a3dbf8c23c025a4858d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_776e8c17d4c70b43/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:21.268003+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10968.43, "started_at": "2026-05-04T09:35:10.278064+00:00", "ended_at": "2026-05-04T09:35:21.246461+00:00", "prompt_metrics": {"chars": 7015, "bytes_utf8": 7015, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 123}, "stderr_preview": "2026-05-04T09:35:10.477233Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:12.809171Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5779b1d259780b3800d9d59d23e666e60620a3fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-a98d-71a0-9b85-84f106ebd03f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"-8.2027\\\", predicate_op=\\\">=\\\", predicate_value=10.94705, and top_k=13. Casted TEXT numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":19840,"output_tokens":210}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49143bb859337b3f7f00249e17c290498d22c806 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"g\", measure_col=\"0.3918\", predicate_col=\"-8.2027\", predicate_op=\">=\", predicate_value=10.94705, and top_k=13. Casted TEXT numeric fields to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..66203e94639d5df6f3159117254928600909e430 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:12.650689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:14.998863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:26.159354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e794e95f1b3d65ff605c34c8ce4c0c4c6eafafa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "total_measure": 868.5245}, {"g": "h", "total_measure": 511.4765}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d64c95049ae96c739610aaa8639bcbab3a3274c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_7a6f546dfdc894dd +-- problem_id: v2p_n11_56aab85fddddda91 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("-8.2027" AS REAL) >= 10.94705 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc91854da7b60ba2d92901d0313de8f9abab84eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"-8.2027\" AS REAL) >= 10.94705\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"-8.2027\\\" AS REAL) >= 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 868.5245}, {\"g\": \"h\", \"total_measure\": 511.4765}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.05}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e046ab0210a2eb346a78b1977b03a905e87990e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:21:12.461995+00:00", + "ended_at": "2026-05-04T09:21:26.542374+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7a6f546dfdc894dd", + "problem_id": "v2p_n11_56aab85fddddda91", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "-8.2027", + "predicate_op": ">=", + "predicate_value": 10.94705, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_7a6f546dfdc894dd.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7a6f546dfdc894dd", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 19840, + "output_tokens": 210, + "total_tokens": 22691, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2540, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14019.38, + "sql_execution_elapsed_ms_total": 15.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7a6f546dfdc894dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..200da6fbe98d8747e817bebdee934fb1504a718d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:26.517047+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14019.38, "started_at": "2026-05-04T09:21:12.465523+00:00", "ended_at": "2026-05-04T09:21:26.484926+00:00", "prompt_metrics": {"chars": 7348, "bytes_utf8": 7348, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22481, "cached_input_tokens": 19840, "output_tokens": 210}, "stderr_preview": "2026-05-04T09:21:12.650689Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:14.998863Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.94705\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"-8.2027\\\", predicate_op=\\\">=\\\", predicate_value=10.94705, and top_k=13. Casted TEXT numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c8929084a0600373af58819cae50f4951bb3e2cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7a6f546dfdc894dd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7a6f546dfdc894dd", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 19840, + "output_tokens": 210, + "total_tokens": 22691, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2540, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14019.38, + "sql_execution_elapsed_ms_total": 15.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7a6f546dfdc894dd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a47cfb762856c16368c1c1a8b1b61340f83c43b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7859, "bytes_utf8": 7859, "lines": 231, "estimated_tokens": 2509}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 259}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fcb7f0d15f4315b011f296d39f18c7eead38f29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d2e6e2a116d6bb6", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 259, + "total_tokens": 22859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18002.87, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7d2e6e2a116d6bb6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8311ad06bb2f4985a90b39b270e7643aaf8a83fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:40.811579+00:00", + "ended_at": "2026-05-04T09:03:58.809207+00:00", + "elapsed_ms": 18002.87, + "prompt_metrics": { + "chars": 7859, + "bytes_utf8": 7859, + "lines": 231, + "estimated_tokens": 2509 + }, + "stdout_metrics": { + "chars": 965, + "bytes_utf8": 965, + "lines": 4, + "estimated_tokens": 286 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 626, + "bytes_utf8": 626, + "lines": 1, + "estimated_tokens": 169 + }, + "usage": { + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 259 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2cfdc90a98d2bddd743052ed860d36243037333 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae3256615e4defff30402a1b6b460441f84c8e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-aaa0-7423-b6e4-d4d6ca599a4c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using positive_value='g' and negative_value='h'. NULLIF prevents division by zero.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":259}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d6d46e768ded680c917de6f6ed9bac60c225cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"g\" and condition_col=\"g\", using positive_value='g' and negative_value='h'. NULLIF prevents division by zero."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61402b4ea19c31805b47c732240d412abd97ce5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:44.404235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:46.698984Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:57.801376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19abf0ae4a09e481dc3d580aa466abc98445f090 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_7d2e6e2a116d6bb6 +-- problem_id: v2p_n11_6e30081d47412d6a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a1a912e8a441365b31e6a847da4a20cd4319f0f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.6}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c404175b46dc4bbe73355b99e55ad323e7ba10f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:03:40.807733+00:00", + "ended_at": "2026-05-04T09:03:58.851756+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d2e6e2a116d6bb6", + "problem_id": "v2p_n11_6e30081d47412d6a", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_7d2e6e2a116d6bb6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d2e6e2a116d6bb6", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 259, + "total_tokens": 22859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 169, + "estimated_total_tokens": 2678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18002.87, + "sql_execution_elapsed_ms_total": 10.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7d2e6e2a116d6bb6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d631aa04345f76cf73ef124fa647790b7ffb87a2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d2e6e2a116d6bb6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:58.833036+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18002.87, "started_at": "2026-05-04T09:03:40.811579+00:00", "ended_at": "2026-05-04T09:03:58.809207+00:00", "prompt_metrics": {"chars": 7859, "bytes_utf8": 7859, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": 169}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 259}, "stderr_preview": "2026-05-04T09:03:44.404235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:46.698984Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8105028299f2c5802cc1a12bcbcc60fb6a338a6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-2b45-75d3-9966-ee1eb6181209"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"g\\\" and measure_col bound to \\\"22.011\\\". Cast the measure column to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22437,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e98f4f75d11201d3e1f09ab178b7e4529500037f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the provided Support-Guarded Group Average template with group_col bound to \"g\" and measure_col bound to \"22.011\". Cast the measure column to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81ee63f7e8a443d48e8a1d344356faffe7cf2128 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:34.785090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:37.170251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:45.636680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c61976285ade9d044d06a87fd05ca40ebf79bf41 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563, "support": 12331}, {"g": "h", "avg_measure": -2.8482975627990434, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a887a438bc86670b2054b2e805803eade9f7a9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_7d76ba41c85fee13 +-- problem_id: v2p_n11_3159e7135bfac626 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93a8c8faa7b6147d58480090ee5fa3275c32298d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"22.011\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"22.011\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 17.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2a02871cc909490ae38113f9abf5c0e4ca91cf6d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:19:34.584407+00:00", + "ended_at": "2026-05-04T09:19:46.516020+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_7d76ba41c85fee13", + "problem_id": "v2p_n11_3159e7135bfac626", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_7d76ba41c85fee13.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d76ba41c85fee13", + "api_calls": 0, + "input_tokens": 22437, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22607, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2348, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2466, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11858.48, + "sql_execution_elapsed_ms_total": 17.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7d76ba41c85fee13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6b165e9f99465ba0ddf50d65148df46a9a5387b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:46.488524+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11858.48, "started_at": "2026-05-04T09:19:34.588977+00:00", "ended_at": "2026-05-04T09:19:46.447506+00:00", "prompt_metrics": {"chars": 7211, "bytes_utf8": 7211, "lines": 228, "estimated_tokens": 2348}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22437, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T09:19:34.785090Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:37.170251Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the provided Support-Guarded Group Average template with group_col bound to \\\"g\\\" and measure_col bound to \\\"22.011\\\". Cast the measure column to REAL for SQLite-safe numeric averaging because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..533d08bb4afda24c0f25df7cddf39c4c49565351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_7d76ba41c85fee13/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_7d76ba41c85fee13", + "api_calls": 0, + "input_tokens": 22437, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22607, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2348, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2466, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11858.48, + "sql_execution_elapsed_ms_total": 17.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_7d76ba41c85fee13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0db24524976d43e9451c237f40adeb61ead93184 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7217, "bytes_utf8": 7217, "lines": 228, "estimated_tokens": 2350}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..81eb9c908d2da3a7a0d985961b26f0982537307c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_808e9f5e97fb2778", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22620, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11602.94, + "sql_execution_elapsed_ms_total": 14.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_808e9f5e97fb2778\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26584a7a66de107be044f53d6351c1d174e2714a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:17:41.333356+00:00", + "ended_at": "2026-05-04T09:17:52.927153+00:00", + "elapsed_ms": 11602.94, + "prompt_metrics": { + "chars": 7217, + "bytes_utf8": 7217, + "lines": 228, + "estimated_tokens": 2350 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13285 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5599d3444842ede46fbbe77013485a7f83baf83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16a8ce8ec38b621cd7bca8fa26753121ed71df03 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-70d3-76c2-8325-aac9621fce0c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7e5dbd2367f8cb4a4221496bf19c560941eca4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"16.0021\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ece9d3b20abfbcc731907411ae0cee1fec253f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:41.527295Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:43.832728Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:52.164699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..15d1a098a6ef0768b49e3fae76f649cdd56e2195 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "avg_measure": 18.59290785824345, "support": 12331}, {"g": "h", "avg_measure": 28.797372697368424, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe4f14e047d9ac0eca009b99c41cb8dc452a1974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_808e9f5e97fb2778 +-- problem_id: v2p_n11_36081b6c06151b40 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa8e1d9641629a865a9a90a485cc69331fee4d5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"16.0021\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"16.0021\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 18.59290785824345, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 28.797372697368424, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.75}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..835301018bf9f760881145d2c26c040fb6d6e5ab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:17:41.329111+00:00", + "ended_at": "2026-05-04T09:17:52.978178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_808e9f5e97fb2778", + "problem_id": "v2p_n11_36081b6c06151b40", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 21.318232, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_808e9f5e97fb2778.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_808e9f5e97fb2778", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22620, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11602.94, + "sql_execution_elapsed_ms_total": 14.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_808e9f5e97fb2778\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cd9faa8cdd2d18cf05598f76b43fa0636851af6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:52.954179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11602.94, "started_at": "2026-05-04T09:17:41.333356+00:00", "ended_at": "2026-05-04T09:17:52.927153+00:00", "prompt_metrics": {"chars": 7217, "bytes_utf8": 7217, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 181}, "stderr_preview": "2026-05-04T09:17:41.527295Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:43.832728Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"16.0021\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a13ce9f3e00f51a450feb031830138c5a2f272cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_808e9f5e97fb2778/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_808e9f5e97fb2778", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 181, + "total_tokens": 22620, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2461, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11602.94, + "sql_execution_elapsed_ms_total": 14.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_808e9f5e97fb2778\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b041e32fb096afef507ba4c93e58e8c317775c4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba7ab9b05e36a4fc9d402cc992c39cc997e3a1a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8155a3c6bfb16b4b", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22546, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13694.25, + "sql_execution_elapsed_ms_total": 61.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8155a3c6bfb16b4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..603abce1a40dc86adb69acda5e8188a0db183654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:05:27.165854+00:00", + "ended_at": "2026-05-04T09:05:40.859870+00:00", + "elapsed_ms": 13694.25, + "prompt_metrics": { + "chars": 7149, + "bytes_utf8": 7149, + "lines": 228, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..167606a66a6ca5bffee62851aa23aa0539f34dd0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7d68afb1cc0daf0dd070f2366b1fb177e4fd31b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-3cfe-7ef0-8df1-25cf6cd6fe21"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7857308e22c29d564ae038b1daeb2ba0329521e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"27.7004\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8754ee5f70f79718bbb8c1a2bdbb78edff3e0e91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:27.347588Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:29.739826Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:39.850468Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4590c87cce462893c602e0a132d66a276384ee07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175}, {"g": "h", "avg_measure": -18.287110989832538}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbcc52f45d667d355b591f7b1389fa12a8aa24a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8155a3c6bfb16b4b +-- problem_id: v2p_n11_917577df5d1de308 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fa19af895cefb94ede848827f1632612159652d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"27.7004\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 61.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d8c7d887c135df828188a9a7688b30e86fec7f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:05:27.161747+00:00", + "ended_at": "2026-05-04T09:05:40.972159+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8155a3c6bfb16b4b", + "problem_id": "v2p_n11_917577df5d1de308", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8155a3c6bfb16b4b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8155a3c6bfb16b4b", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 22546, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2415, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13694.25, + "sql_execution_elapsed_ms_total": 61.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8155a3c6bfb16b4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eda39c65cfffe4c178e5675b44b3e8d794e72c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8155a3c6bfb16b4b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:40.903010+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13694.25, "started_at": "2026-05-04T09:05:27.165854+00:00", "ended_at": "2026-05-04T09:05:40.859870+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T09:05:27.347588Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:29.739826Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad78baccb785dce9b5459a1518d719e7b7462998 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-dc7c-7fb3-a00e-5c85de13b80e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the required Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Used 'g' as the bound condition_value and quoted identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":21888,"output_tokens":144}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d2140edf6b1d010c21bdd9a6d7abd4211c116b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the required Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\". Used 'g' as the bound condition_value and quoted identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b66aea46617a3736e0f6d5a89abe997957486efd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:46.048330Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:48.355486Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:56.618031Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ca1d2affec56b5fcbeff543c85653e57b6e0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea0b7da6b42d6fff6868149eb83476a6d05fa78a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_82e6895bd336420e +-- problem_id: v2p_n11_04c2854efa98f4e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b6b983dfd80b3cb468c787d1befb84804d48656 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.04}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5f4383a6fcb3cc9a8a3693d06553f186b9f97da --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:01:45.839738+00:00", + "ended_at": "2026-05-04T09:01:57.550095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_82e6895bd336420e", + "problem_id": "v2p_n11_04c2854efa98f4e7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_82e6895bd336420e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_82e6895bd336420e", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 21888, + "output_tokens": 144, + "total_tokens": 22596, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11643.73, + "sql_execution_elapsed_ms_total": 20.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_82e6895bd336420e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d4add937ab338d04d04c0ae77b50b446c4b7a10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_82e6895bd336420e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:57.517175+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11643.73, "started_at": "2026-05-04T09:01:45.843195+00:00", "ended_at": "2026-05-04T09:01:57.487123+00:00", "prompt_metrics": {"chars": 7290, "bytes_utf8": 7290, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 396, "bytes_utf8": 396, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22452, "cached_input_tokens": 21888, "output_tokens": 144}, "stderr_preview": "2026-05-04T09:01:46.048330Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:48.355486Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e23440e5156f2eacb0531e7eaecec65bb74656d0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-01e7-7180-9136-7ce3df3125d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d765881fec587276923f92aa2383b11d81a263ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the planned Window Partition Average template with group_col=\"g\" and measure_col=\"-8.2027\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab2800fd83fc4634ffa075307db797005748de2d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:17.791876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:20.170227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:29.920064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99a3b89641578e6cd736d925d4047b3b04290786 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "avg_measure": 0.3582453349282297}, {"g": "g", "avg_measure": 0.1915534506528262}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a682c5f7d7759f55b64c17aa45a3cec06891cd28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8496a5d4771e39e9 +-- problem_id: v2p_n11_ddef507aac7f8499 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a1a03ca848a1588c4457c432e6bfb1a4ce048a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 0.3582453349282297}, {\"g\": \"g\", \"avg_measure\": 0.1915534506528262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..72b8eceaceaf0c01bd4aefdcaf1fb9c6cd2b7c9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:06:17.565129+00:00", + "ended_at": "2026-05-04T09:06:30.982377+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8496a5d4771e39e9", + "problem_id": "v2p_n11_ddef507aac7f8499", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8496a5d4771e39e9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8496a5d4771e39e9", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22594, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2417, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13327.79, + "sql_execution_elapsed_ms_total": 58.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8496a5d4771e39e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d843cb8f1ea75434ac13f7e406c901584d998c50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8496a5d4771e39e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:30.915829+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13327.79, "started_at": "2026-05-04T09:06:17.565695+00:00", "ended_at": "2026-05-04T09:06:30.891340+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T09:06:17.791876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:20.170227Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06dac2a11e02e9ac43e4c94d783e26871f4ad16b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-3630-77b1-a2c1-dca3b818dffa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", and predicate_col=\\\"28.7967\\\". Applied CAST(... AS REAL) because the schema stores these numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":202}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79a0b86746f5035d83d0425b0ef93525b2a31df1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"28.7967\" AS REAL) >= 70.12685\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required template with group_col=\"g\", measure_col=\"-8.2027\", and predicate_col=\"28.7967\". Applied CAST(... AS REAL) because the schema stores these numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0baffa69c8c4c18afce6acea5d4dab35de6b9edf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:54.196535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:56.592051Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:05.347426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54f06cb34971e56f1306509c42fabacc9ccd2eff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "total_measure": 2456.8135}, {"g": "g", "total_measure": 1007.3417}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a5bc6c326f042463fb02a33ac3d3ba60a4f58d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_854faabc14e6d773 +-- problem_id: v2p_n11_b185695865ac6363 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("28.7967" AS REAL) >= 70.12685 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb42129b45996e809ccfe8c1bb3d2c2972722d00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"28.7967\" AS REAL) >= 70.12685\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 2456.8135}, {\"g\": \"g\", \"total_measure\": 1007.3417}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.8}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1d207702952125f93e4a1455eb96cff9842ac6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:22:53.947044+00:00", + "ended_at": "2026-05-04T09:23:06.256768+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_854faabc14e6d773", + "problem_id": "v2p_n11_b185695865ac6363", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_854faabc14e6d773.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_854faabc14e6d773", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 22683, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2521, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12256.02, + "sql_execution_elapsed_ms_total": 10.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_854faabc14e6d773\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89a162f226418f4dd1363827e82b056f12425c17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:06.230390+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12256.02, "started_at": "2026-05-04T09:22:53.951903+00:00", "ended_at": "2026-05-04T09:23:06.207124+00:00", "prompt_metrics": {"chars": 7352, "bytes_utf8": 7352, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 443, "bytes_utf8": 443, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 202}, "stderr_preview": "2026-05-04T09:22:54.196535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:56.592051Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", and predicate_col=\\\"28.7967\\\". Applied CAST(... AS REAL) because the schema stores these numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7470db8feb26eca10c33ac221227383a15094293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_854faabc14e6d773/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_854faabc14e6d773", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 22683, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2521, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12256.02, + "sql_execution_elapsed_ms_total": 10.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_854faabc14e6d773\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5f0052f3133c13b2612bd9a0edabbb08857f624 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.3918": "0.6", "support": 16, "avg_response": 21.657487500000002}, {"0.3918": "0.2979", "support": 12, "avg_response": 66.17212500000001}, {"0.3918": "0.4", "support": 12, "avg_response": 34.36485}, {"0.3918": "0.4116", "support": 12, "avg_response": 26.76946666666667}, {"0.3918": "0.193", "support": 11, "avg_response": 93.23289999999999}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..594a04365020099047ede198a89953012c2c65c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_85928751aa3d60c0 +-- problem_id: v2p_n11_6ae48eb23fc2e782 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd6ced87542f720f88ed86db2afae6c1b200e85c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_85928751aa3d60c0\n-- problem_id: v2p_n11_6ae48eb23fc2e782\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_85928751aa3d60c0\\n-- problem_id: v2p_n11_6ae48eb23fc2e782\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 21.657487500000002}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 66.17212500000001}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 34.36485}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 26.76946666666667}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 93.23289999999999}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 86.28446363636364}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 66.14335454545454}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 61.24880909090909}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 27.25920909090909}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 26.1946}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 87.83070000000001}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 83.17123000000001}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 81.96488000000001}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 78.34446}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 76.48337000000001}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 74.35511}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 73.76565000000001}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 68.08572000000001}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 62.614779999999996}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 62.50661}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 61.96032}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 60.61926999999999}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 58.91462}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 56.33392}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 55.99759}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 54.12023000000001}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 52.248659999999994}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 37.97311}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 25.916320000000002}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 22.71235}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 21.8881}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 20.77586}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 104.10573333333333}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 102.64676666666668}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 89.5642}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 82.3487}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 81.53921111111111}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 79.51242222222223}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 75.03491111111111}, {\"0.3918\": \"0.269\", \"support\": 9, \"avg_response\": 73.9397888888889}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 73.77587777777778}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 70.97097777777778}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 70.93647777777778}, {\"0.3918\": \"0.319\", \"support\": 9, \"avg_response\": 67.61361111111111}, {\"0.3918\": \"0.2336\", \"support\": 9, \"avg_response\": 66.36895555555556}, {\"0.3918\": \"0.2649\", \"support\": 9, \"avg_response\": 64.57350000000001}, {\"0.3918\": \"0.2665\", \"support\": 9, \"avg_response\": 64.04227777777777}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 63.24728888888889}, {\"0.3918\": \"0.3675\", \"support\": 9, \"avg_response\": 61.179122222222226}, {\"0.3918\": \"0.2705\", \"support\": 9, \"avg_response\": 58.23417777777778}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.11}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42d6423717af55c68f0f3e95ab355e7ce2930654 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.577475+00:00", + "ended_at": "2026-05-04T09:41:38.602928+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_85928751aa3d60c0", + "problem_id": "v2p_n11_6ae48eb23fc2e782", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_85928751aa3d60c0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_85928751aa3d60c0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66ec58ad4ca92a68f9e673e669362a7be50bf985 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7301, "bytes_utf8": 7301, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e033605b7675dc052c346fb43f4d5f48f3e881b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8634aea61e2e7044", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 22572, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2465, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11648.61, + "sql_execution_elapsed_ms_total": 9.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8634aea61e2e7044\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0ae006c6c56859983a43278b11a9e805fe61ec5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:01:34.150812+00:00", + "ended_at": "2026-05-04T09:01:45.789311+00:00", + "elapsed_ms": 11648.61, + "prompt_metrics": { + "chars": 7301, + "bytes_utf8": 7301, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 726, + "bytes_utf8": 726, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 401, + "bytes_utf8": 401, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 120 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b88b8cbb21be002f8d101646274674820859bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..286ecf19acadb87e42eb11823ff2760eeee5edd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-aed6-79f2-9b2f-e11f25073692"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" using condition_value='h'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":120}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28c467c57affc86efca625724d8557b0c897d5b3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\" using condition_value='h'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07d5ea93fbcf521c5381e3f080455e770d4fe1d4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:34.347126Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:36.722952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:44.766221Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11e12bafcfce2b965e9f7c3e61a8478fcbe90489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_8634aea61e2e7044 +-- problem_id: v2p_n11_0c9db7d3754193a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cff95895e42e37769c240e3fe5e3a1672147f151 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.54}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fdfd2da494b31c6e9b128cf705ed82d94e569d6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:01:34.145860+00:00", + "ended_at": "2026-05-04T09:01:45.837786+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8634aea61e2e7044", + "problem_id": "v2p_n11_0c9db7d3754193a7", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8634aea61e2e7044.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8634aea61e2e7044", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 120, + "total_tokens": 22572, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2465, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11648.61, + "sql_execution_elapsed_ms_total": 9.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8634aea61e2e7044\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5c4c5a99c2db8e1d5482a7eed4e4e1a222acbe3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8634aea61e2e7044/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:45.819653+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11648.61, "started_at": "2026-05-04T09:01:34.150812+00:00", "ended_at": "2026-05-04T09:01:45.789311+00:00", "prompt_metrics": {"chars": 7301, "bytes_utf8": 7301, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 401, "bytes_utf8": 401, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 120}, "stderr_preview": "2026-05-04T09:01:34.347126Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:36.722952Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1e58c4186966ede369868971022a7084ddb4229 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-a7d8-7073-ad4b-56c47c4774ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24cae18d293010d903342833c4a6afa017ffc0aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05087a82ccb36165714cc8f15f7af501132b059a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:38.999258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:41.470894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:48.173695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..418c7ebbd105873544232fdeda814e92b277e6bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_864a6c1750fff313 +-- problem_id: v2p_n11_8af9f0799f6d7d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fe54c995b07b926c5e2f05be9628151a333635c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8d64503292f7ad684cc3ad51b6a1cd213dac25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:14:38.785970+00:00", + "ended_at": "2026-05-04T09:14:49.002344+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_864a6c1750fff313", + "problem_id": "v2p_n11_8af9f0799f6d7d57", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_864a6c1750fff313.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_864a6c1750fff313", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10162.85, + "sql_execution_elapsed_ms_total": 11.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_864a6c1750fff313\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86a04073c13939f26cd7b54713653215b49426fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_864a6c1750fff313/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:48.981842+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10162.85, "started_at": "2026-05-04T09:14:38.789880+00:00", "ended_at": "2026-05-04T09:14:48.952634+00:00", "prompt_metrics": {"chars": 6979, "bytes_utf8": 6979, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 268, "bytes_utf8": 268, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T09:14:38.999258Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:41.470894Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1e30a3172fd9cdfed340147b79537f050b3ff64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-daac-7a60-82b0-70814c2f6b21"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22410,"cached_input_tokens":21888,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a93656cb9bd4503f18c6c155f4e8c95128c0e15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"0.1982\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38727657843b6c3a7a269d5bc428be45f9ec1ac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:02.203473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:04.570752Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:14.612464Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc14823420c4395844294d063125a65833786688 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1d96d9452937d162e43e5088d4941f6e135d5c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_893e2d9e398c2b47 +-- problem_id: v2p_n11_a0eae4f899cf8262 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7c60626485166c2e900d401271a6d5d1e06718d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.62}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77ef0a0cb9ceeca52bc0621304a7024545d15301 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:05:01.995429+00:00", + "ended_at": "2026-05-04T09:05:15.632926+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_893e2d9e398c2b47", + "problem_id": "v2p_n11_a0eae4f899cf8262", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_893e2d9e398c2b47.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_893e2d9e398c2b47", + "api_calls": 0, + "input_tokens": 22410, + "cached_input_tokens": 21888, + "output_tokens": 205, + "total_tokens": 22615, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2319, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13549.68, + "sql_execution_elapsed_ms_total": 56.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_893e2d9e398c2b47\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f56eee414fb6a119ed5fd2c59a7b93b2e4d66ff8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_893e2d9e398c2b47/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:15.567645+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13549.68, "started_at": "2026-05-04T09:05:01.999190+00:00", "ended_at": "2026-05-04T09:05:15.548485+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2319}, "response_metrics": {"chars": 373, "bytes_utf8": 373, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22410, "cached_input_tokens": 21888, "output_tokens": 205}, "stderr_preview": "2026-05-04T09:05:02.203473Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:04.570752Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae6af1408544117efe6d6386cc580fb5ed9b05a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-0e7a-79e2-81b9-76417d8e3a74"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", and min_group_size=5. Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":192}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d5e32e435eb53268ed8a87b2a9fb5462551b2b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"g\", measure_col=\"28.7967\", and min_group_size=5. Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b5cf19a2e8c80798fe490e9f251fdabb4e63d6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:16.343010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:18.850896Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:17:27.207650Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a4a949469931ce95c83cfd51082821e02f644e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "g", "avg_measure": 43.65574361365664, "support": 12331}, {"g": "h", "avg_measure": 70.94350426136363, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c836b002deea469df7b12d23265962a82f9414c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_8a1b89e2fb5c2b10 +-- problem_id: v2p_n11_dca162fece2d11d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1edd5c0f4c86b054c4b8afd998e405572f1ca0ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"28.7967\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"28.7967\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 43.65574361365664, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 70.94350426136363, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0084466061b0f6c60ae7f917809ecbf56f8d4eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:17:16.125219+00:00", + "ended_at": "2026-05-04T09:17:28.105803+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8a1b89e2fb5c2b10", + "problem_id": "v2p_n11_dca162fece2d11d6", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8a1b89e2fb5c2b10.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8a1b89e2fb5c2b10", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22632, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11932.78, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8a1b89e2fb5c2b10\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eecc05c617d1ed39d4c84953432c72af56b1664b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:17:28.083879+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11932.78, "started_at": "2026-05-04T09:17:16.131297+00:00", "ended_at": "2026-05-04T09:17:28.064643+00:00", "prompt_metrics": {"chars": 7215, "bytes_utf8": 7215, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 192}, "stderr_preview": "2026-05-04T09:17:16.343010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:18.850896Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\", measure_col=\\\"28.7967\\\", and min_group_size=5. Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8a0ef8984cd6abbc0555c3acee38b89ef405b02a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8a1b89e2fb5c2b10/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8a1b89e2fb5c2b10", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 192, + "total_tokens": 22632, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11932.78, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8a1b89e2fb5c2b10\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8ddc0ea760710ed4744904707c4cb7e9afc431b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7547, "bytes_utf8": 7547, "lines": 233, "estimated_tokens": 2417}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1199, "bytes_utf8": 1199, "lines": 1, "estimated_tokens": 355}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 686}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a5137cd9bc5256203fb35b28de5e989852108f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8d5dddd46e11d25a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 686, + "total_tokens": 23194, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 355, + "estimated_total_tokens": 2772, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24021.23, + "sql_execution_elapsed_ms_total": 57.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8d5dddd46e11d25a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..899f7505268ca626180c97672b409426b0a73d66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:14:14.671140+00:00", + "ended_at": "2026-05-04T09:14:38.692645+00:00", + "elapsed_ms": 24021.23, + "prompt_metrics": { + "chars": 7547, + "bytes_utf8": 7547, + "lines": 233, + "estimated_tokens": 2417 + }, + "stdout_metrics": { + "chars": 1685, + "bytes_utf8": 1685, + "lines": 4, + "estimated_tokens": 557 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1199, + "bytes_utf8": 1199, + "lines": 1, + "estimated_tokens": 355 + }, + "usage": { + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 686 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..974eecf732e85bbc260635dd3c8a32ff3fae2801 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd8811bbff92a36e62ede57b78f4be5ecaea9708 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-49c8-79b1-bf6e-8fb7ed942c50"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"0.3918\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"quantiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite nearest-rank 90th percentile using window functions. Cast \\\"0.3918\\\" from TEXT to REAL, and preserved template semantics by returning all groups with NULL for groups not matching the filter.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":686}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffb440ac67540fcff7fb35032c10df09589d634 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.3918\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"0.3918\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"quantiles\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"quantiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"g\" = \"quantiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite nearest-rank 90th percentile using window functions. Cast \"0.3918\" from TEXT to REAL, and preserved template semantics by returning all groups with NULL for groups not matching the filter."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e3910760fd4254bc2b76e0e7acd4e606d7b2990 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:14.929994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:17.475026Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:38.143559Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85de2873728df380488cd7772deaca850ac8d1ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 0.6548}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f22e4449f82acc204d8bbe7e9a68cc4715850ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_8d5dddd46e11d25a +-- problem_id: v2p_n11_473fcf10715b9118 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g" AS "group_col", + CAST("0.3918" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "0.3918" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"quantiles" AS ( + SELECT + "group_col", + "measure_value" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +) +SELECT + "groups"."g", + "quantiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "quantiles" + ON "groups"."g" = "quantiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9b642b7b0c5b66c78a7325651740fab120b2908 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"0.3918\" AS REAL) AS \"measure_value\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"0.3918\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_value\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"quantiles\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\n)\nSELECT\n \"groups\".\"g\",\n \"quantiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"quantiles\"\n ON \"groups\".\"g\" = \"quantiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"0.3918\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"0.3918\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_value\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"quantiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"quantiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"quantiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"quantiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 0.6548}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea296dbded05c2c2bb865d32c377aa8811761012 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:14:14.667076+00:00", + "ended_at": "2026-05-04T09:14:38.782925+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8d5dddd46e11d25a", + "problem_id": "v2p_n11_473fcf10715b9118", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.3918, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8d5dddd46e11d25a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8d5dddd46e11d25a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 686, + "total_tokens": 23194, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 355, + "estimated_total_tokens": 2772, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24021.23, + "sql_execution_elapsed_ms_total": 57.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8d5dddd46e11d25a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..683ed642b9cfefb78291a41aa0760cd3a4dabbf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d5dddd46e11d25a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:38.715876+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24021.23, "started_at": "2026-05-04T09:14:14.671140+00:00", "ended_at": "2026-05-04T09:14:38.692645+00:00", "prompt_metrics": {"chars": 7547, "bytes_utf8": 7547, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 1199, "bytes_utf8": 1199, "lines": 1, "estimated_tokens": 355}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 686}, "stderr_preview": "2026-05-04T09:14:14.929994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:17.475026Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ae1660dc0aa5b7e4720b3768ad19f51a0717f10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_8d7a922d8f71cd5e\n-- problem_id: v2p_n11_a5e974f0b958ca0d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_8d7a922d8f71cd5e\\n-- problem_id: v2p_n11_a5e974f0b958ca0d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 0.8180317073170731}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 4.623814285714286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b92d8a94bfcdb3b3b15586ab6c8b1bb05290744 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.820379+00:00", + "ended_at": "2026-05-04T09:41:38.849076+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8d7a922d8f71cd5e", + "problem_id": "v2p_n11_a5e974f0b958ca0d", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8d7a922d8f71cd5e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8d7a922d8f71cd5e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3771f8ff021960de0f23a9480d8e45ce3b58ccb2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7338, "bytes_utf8": 7338, "lines": 232, "estimated_tokens": 2385}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22474, "cached_input_tokens": 21888, "output_tokens": 163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de56b30b00efce92de84e9a9b25e595189f8dc12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8dc729db415c5140", + "api_calls": 0, + "input_tokens": 22474, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2385, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2499, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11783.47, + "sql_execution_elapsed_ms_total": 7.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8dc729db415c5140\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83d68d9a6ace7c2045537ef71dcbb2455d7bda3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:00.641883+00:00", + "ended_at": "2026-05-04T09:21:12.425238+00:00", + "elapsed_ms": 11783.47, + "prompt_metrics": { + "chars": 7338, + "bytes_utf8": 7338, + "lines": 232, + "estimated_tokens": 2385 + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 377, + "bytes_utf8": 377, + "lines": 1, + "estimated_tokens": 114 + }, + "usage": { + "input_tokens": 22474, + "cached_input_tokens": 21888, + "output_tokens": 163 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0b1ba6a4455e14a0f5856e0c60455aca5c2df16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4fdd701eac5f1a4b93a17b40403953aeba02932 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-7b66-7c40-947c-95b457e3a01f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the requested template with group_col=\\\"g\\\", measure_col=\\\"2.6449\\\", and predicate_col=\\\"g\\\". Cast \\\"2.6449\\\" from TEXT to REAL for numeric summation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22474,"cached_input_tokens":21888,"output_tokens":163}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c945893e849d0e919efa6eba8bc70d278ccf1984 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'g'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the requested template with group_col=\"g\", measure_col=\"2.6449\", and predicate_col=\"g\". Cast \"2.6449\" from TEXT to REAL for numeric summation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b35b660d970c8b4e40f0c12dfc10086c63582cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:00.832369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:03.243337Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:11.752901Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..49c0ab92ecf44280d62f32791c2ea0e9f3025ced --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..576ab3421eae818be801b02dd187e8f80026912f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_8dc729db415c5140 +-- problem_id: v2p_n11_e1c864a239b43dcf +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'g' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..021c16b00b650c4942d0a3aaf2c3077c9d4850c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'g'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fff0581e2fd073d322689510a75a19e2c2e967c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:21:00.636682+00:00", + "ended_at": "2026-05-04T09:21:12.458989+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8dc729db415c5140", + "problem_id": "v2p_n11_e1c864a239b43dcf", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8dc729db415c5140.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8dc729db415c5140", + "api_calls": 0, + "input_tokens": 22474, + "cached_input_tokens": 21888, + "output_tokens": 163, + "total_tokens": 22637, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2385, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2499, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11783.47, + "sql_execution_elapsed_ms_total": 7.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8dc729db415c5140\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20ff12e02184c1546bc1ce3f2adbfa246ce01d74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8dc729db415c5140/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:12.442931+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11783.47, "started_at": "2026-05-04T09:21:00.641883+00:00", "ended_at": "2026-05-04T09:21:12.425238+00:00", "prompt_metrics": {"chars": 7338, "bytes_utf8": 7338, "lines": 232, "estimated_tokens": 2385}, "response_metrics": {"chars": 377, "bytes_utf8": 377, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22474, "cached_input_tokens": 21888, "output_tokens": 163}, "stderr_preview": "2026-05-04T09:21:00.832369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:03.243337Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ddc95365028337246fa962ae4a664444810162a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25c-48c1-7812-b304-c99885729457"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"27.7004\\\" AS REAL) * CAST(\\\"27.7004\\\" AS REAL)) - AVG(CAST(\\\"27.7004\\\" AS REAL)) * AVG(CAST(\\\"27.7004\\\" AS REAL))) AS std_val\\n FROM \\\"n11\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"27.7004\\\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\\n FROM \\\"n11\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned outlier-scan template with measure_col bound to \\\"27.7004\\\". Replaced unsupported STDDEV with a SQLite-compatible standard deviation expression and cast the TEXT measure column to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22486,"cached_input_tokens":21888,"output_tokens":313}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec1a2bcabd937d5e59e381c3e1250286ab409767 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"27.7004\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"27.7004\" AS REAL) * CAST(\"27.7004\" AS REAL)) - AVG(CAST(\"27.7004\" AS REAL)) * AVG(CAST(\"27.7004\" AS REAL))) AS std_val\n FROM \"n11\"\n),\nscored AS (\n SELECT\n \"n11\".*,\n (CAST(\"27.7004\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\n FROM \"n11\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"27.7004\" AS REAL) DESC;","notes":"Applied the planned outlier-scan template with measure_col bound to \"27.7004\". Replaced unsupported STDDEV with a SQLite-compatible standard deviation expression and cast the TEXT measure column to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93939aec70c8b46908fdf607dc3431940c5e3c25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:40:27.516261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:40:30.072461Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:40:40.198715Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a2b21faa7572caa07f821e9dd98ab5a492f28dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004. +Result preview: [{"28.7967": "222.9085", "16.0021": "110.8744", "2.6449": "3.9151", "0.3918": "0.0373", "0.1982": "0.029", "27.7004": "575.2407", "22.011": "-264.2232", "-8.2027": "-97.7706", "40.092": "37.703", "81.8828": "192.7844", "g": "h", "z_score": 9.789176482840846}, {"28.7967": "265.5827", "16.0021": "76.4762", "2.6449": "3.1605", "0.3918": "0.2898", "0.1982": "0.1615", "27.7004": "473.0654", "22.011": "-284.7038", "-8.2027": "40.4617", "40.092": "77.5514", "81.8828": "175.0569", "g": "h", "z_score": 8.063405795035504}, {"28.7967": "265.5424", "16.0021": "69.4251", "2.6449": "3.2266", "0.3918": "0.2337", "0.1982": "0.1531", "27.7004": "464.631", "22.011": "-287.3636", "-8.2027": "42.0901", "40.092": "74.8054", "81.8828": "145.7859", "g": "h", "z_score": 7.920946313250518}, {"28.7967": "271.437", "16.0021": "190.139", "2.6449": "3.6078", "0.3918": "0.0873", "0.1982": "0.0546", "27.7004": "444.401", "22.011": "-162.07", "-8.2027": "90.6183", "40.092": "64.5036", "81.8828": "152.159", "g": "h", "z_score": 7.579255699038452}, {"28.7967": "247.8475", "16.0021": "69.0481", "2.6449": "3.438", "0.3918": "0.1692", "0.1982": "0.1403", "27.7004": "433.0957", "22.011": "-217.1795", "-8.2027": "54.0615", "40.092": "14.2665", "81.8828": "113.8216", "g": "h", "z_score": 7.388305876949888}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..376ccc3610f1c59ebd3b72eadca94b747c741de4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_8e6f74cadb1d1d04 +-- problem_id: v2p_n11_0af17201326e1bf4 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("27.7004" AS REAL)) AS mean_val, + SQRT(AVG(CAST("27.7004" AS REAL) * CAST("27.7004" AS REAL)) - AVG(CAST("27.7004" AS REAL)) * AVG(CAST("27.7004" AS REAL))) AS std_val + FROM "n11" +), +scored AS ( + SELECT + "n11".*, + (CAST("27.7004" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score + FROM "n11" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("27.7004" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc7dd0806e478511232e2a5cef0f0de2eafb78c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"27.7004\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"27.7004\" AS REAL) * CAST(\"27.7004\" AS REAL)) - AVG(CAST(\"27.7004\" AS REAL)) * AVG(CAST(\"27.7004\" AS REAL))) AS std_val\n FROM \"n11\"\n),\nscored AS (\n SELECT\n \"n11\".*,\n (CAST(\"27.7004\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\n FROM \"n11\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"27.7004\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"27.7004\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"27.7004\\\" AS REAL) * CAST(\\\"27.7004\\\" AS REAL)) - AVG(CAST(\\\"27.7004\\\" AS REAL)) * AVG(CAST(\\\"27.7004\\\" AS REAL))) AS std_val\\n FROM \\\"n11\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"27.7004\\\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\\n FROM \\\"n11\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"z_score\"], \"rows\": [{\"28.7967\": \"222.9085\", \"16.0021\": \"110.8744\", \"2.6449\": \"3.9151\", \"0.3918\": \"0.0373\", \"0.1982\": \"0.029\", \"27.7004\": \"575.2407\", \"22.011\": \"-264.2232\", \"-8.2027\": \"-97.7706\", \"40.092\": \"37.703\", \"81.8828\": \"192.7844\", \"g\": \"h\", \"z_score\": 9.789176482840846}, {\"28.7967\": \"265.5827\", \"16.0021\": \"76.4762\", \"2.6449\": \"3.1605\", \"0.3918\": \"0.2898\", \"0.1982\": \"0.1615\", \"27.7004\": \"473.0654\", \"22.011\": \"-284.7038\", \"-8.2027\": \"40.4617\", \"40.092\": \"77.5514\", \"81.8828\": \"175.0569\", \"g\": \"h\", \"z_score\": 8.063405795035504}, {\"28.7967\": \"265.5424\", \"16.0021\": \"69.4251\", \"2.6449\": \"3.2266\", \"0.3918\": \"0.2337\", \"0.1982\": \"0.1531\", \"27.7004\": \"464.631\", \"22.011\": \"-287.3636\", \"-8.2027\": \"42.0901\", \"40.092\": \"74.8054\", \"81.8828\": \"145.7859\", \"g\": \"h\", \"z_score\": 7.920946313250518}, {\"28.7967\": \"271.437\", \"16.0021\": \"190.139\", \"2.6449\": \"3.6078\", \"0.3918\": \"0.0873\", \"0.1982\": \"0.0546\", \"27.7004\": \"444.401\", \"22.011\": \"-162.07\", \"-8.2027\": \"90.6183\", \"40.092\": \"64.5036\", \"81.8828\": \"152.159\", \"g\": \"h\", \"z_score\": 7.579255699038452}, {\"28.7967\": \"247.8475\", \"16.0021\": \"69.0481\", \"2.6449\": \"3.438\", \"0.3918\": \"0.1692\", \"0.1982\": \"0.1403\", \"27.7004\": \"433.0957\", \"22.011\": \"-217.1795\", \"-8.2027\": \"54.0615\", \"40.092\": \"14.2665\", \"81.8828\": \"113.8216\", \"g\": \"h\", \"z_score\": 7.388305876949888}, {\"28.7967\": \"289.856\", \"16.0021\": \"160.324\", \"2.6449\": \"3.568\", \"0.3918\": \"0.0854\", \"0.1982\": \"0.0456\", \"27.7004\": \"402.925\", \"22.011\": \"-121.901\", \"-8.2027\": \"132.589\", \"40.092\": \"16.4804\", \"81.8828\": \"33.2553\", \"g\": \"h\", \"z_score\": 6.878713933588148}, {\"28.7967\": \"256.9246\", \"16.0021\": \"109.672\", \"2.6449\": \"3.5786\", \"0.3918\": \"0.2293\", \"0.1982\": \"0.1436\", \"27.7004\": \"402.1863\", \"22.011\": \"-212.2697\", \"-8.2027\": \"53.9337\", \"40.092\": \"84.6171\", \"81.8828\": \"304.5197\", \"g\": \"h\", \"z_score\": 6.8662370746302415}, {\"28.7967\": \"254.6375\", \"16.0021\": \"116.4147\", \"2.6449\": \"3.6089\", \"0.3918\": \"0.1929\", \"0.1982\": \"0.0856\", \"27.7004\": \"400.284\", \"22.011\": \"-224.4015\", \"-8.2027\": \"91.0362\", \"40.092\": \"57.8297\", \"81.8828\": \"186.4461\", \"g\": \"h\", \"z_score\": 6.83410667149551}, {\"28.7967\": \"294.3411\", \"16.0021\": \"59.6299\", \"2.6449\": \"3.304\", \"0.3918\": \"0.1888\", \"0.1982\": \"0.1147\", \"27.7004\": \"396.3379\", \"22.011\": \"-178.559\", \"-8.2027\": \"-45.1044\", \"40.092\": \"57.5015\", \"81.8828\": \"128.5567\", \"g\": \"h\", \"z_score\": 6.767455888858721}, {\"28.7967\": \"299.9304\", \"16.0021\": \"106.2584\", \"2.6449\": \"3.5098\", \"0.3918\": \"0.2017\", \"0.1982\": \"0.1159\", \"27.7004\": \"384.3477\", \"22.011\": \"-84.3132\", \"-8.2027\": \"83.8455\", \"40.092\": \"83.9023\", \"81.8828\": \"220.714\", \"g\": \"h\", \"z_score\": 6.564937905540604}, {\"28.7967\": \"258.5767\", \"16.0021\": \"154.4648\", \"2.6449\": \"3.5145\", \"0.3918\": \"0.0576\", \"0.1982\": \"0.046\", \"27.7004\": \"381.2499\", \"22.011\": \"-181.1397\", \"-8.2027\": \"-120.4308\", \"40.092\": \"58.9818\", \"81.8828\": \"184.4086\", \"g\": \"h\", \"z_score\": 6.512615157903128}, {\"28.7967\": \"194.1337\", \"16.0021\": \"77.3386\", \"2.6449\": \"3.7326\", \"0.3918\": \"0.1645\", \"0.1982\": \"0.0855\", \"27.7004\": \"377.9719\", \"22.011\": \"-180.058\", \"-8.2027\": \"35.2675\", \"40.092\": \"59.7473\", \"81.8828\": \"265.2916\", \"g\": \"h\", \"z_score\": 6.457248779584435}, {\"28.7967\": \"267.768\", \"16.0021\": \"145.251\", \"2.6449\": \"3.5586\", \"0.3918\": \"0.0804\", \"0.1982\": \"0.0405\", \"27.7004\": \"374.603\", \"22.011\": \"-136.673\", \"-8.2027\": \"120.53\", \"40.092\": \"44.655\", \"81.8828\": \"85.569\", \"g\": \"h\", \"z_score\": 6.400347073691256}, {\"28.7967\": \"254.0912\", \"16.0021\": \"129.8571\", \"2.6449\": \"3.5467\", \"0.3918\": \"0.1239\", \"0.1982\": \"0.0697\", \"27.7004\": \"369.5594\", \"22.011\": \"-132.2893\", \"-8.2027\": \"111.7821\", \"40.092\": \"63.6941\", \"81.8828\": \"68.6075\", \"g\": \"h\", \"z_score\": 6.315159195201884}, {\"28.7967\": \"262.0263\", \"16.0021\": \"131.227\", \"2.6449\": \"3.399\", \"0.3918\": \"0.0992\", \"0.1982\": \"0.0789\", \"27.7004\": \"365.6528\", \"22.011\": \"-134.5952\", \"-8.2027\": \"110.0008\", \"40.092\": \"62.2396\", \"81.8828\": \"58.3654\", \"g\": \"h\", \"z_score\": 6.249175579112865}, {\"28.7967\": \"191.1625\", \"16.0021\": \"52.9846\", \"2.6449\": \"3.2554\", \"0.3918\": \"0.0897\", \"0.1982\": \"0.0613\", \"27.7004\": \"364.5869\", \"22.011\": \"-159.7142\", \"-8.2027\": \"37.5993\", \"40.092\": \"6.8004\", \"81.8828\": \"116.0953\", \"g\": \"h\", \"z_score\": 6.231172216498499}, {\"28.7967\": \"166.479\", \"16.0021\": \"121.389\", \"2.6449\": \"3.4654\", \"0.3918\": \"0.1045\", \"0.1982\": \"0.0567\", \"27.7004\": \"350.69\", \"22.011\": \"-180.63\", \"-8.2027\": \"-84.4894\", \"40.092\": \"20.1748\", \"81.8828\": \"109.639\", \"g\": \"h\", \"z_score\": 5.996449512759316}, {\"28.7967\": \"273.4335\", \"16.0021\": \"220.5144\", \"2.6449\": \"3.5\", \"0.3918\": \"0.0645\", \"0.1982\": \"0.0529\", \"27.7004\": \"349.1051\", \"22.011\": \"140.8111\", \"-8.2027\": \"-90.301\", \"40.092\": \"51.5325\", \"81.8828\": \"162.6092\", \"g\": \"h\", \"z_score\": 5.969680088416029}, {\"28.7967\": \"226.26\", \"16.0021\": \"133.3309\", \"2.6449\": \"3.5119\", \"0.3918\": \"0.143\", \"0.1982\": \"0.0745\", \"27.7004\": \"344.4054\", \"22.011\": \"88.4554\", \"-8.2027\": \"-100.5533\", \"40.092\": \"75.0874\", \"81.8828\": \"197.0715\", \"g\": \"h\", \"z_score\": 5.890300781465339}, {\"28.7967\": \"241.744\", \"16.0021\": \"65.7373\", \"2.6449\": \"2.9307\", \"0.3918\": \"0.3238\", \"0.1982\": \"0.2282\", \"27.7004\": \"339.167\", \"22.011\": \"-186.473\", \"-8.2027\": \"56.7684\", \"40.092\": \"89.2007\", \"81.8828\": \"185.161\", \"g\": \"h\", \"z_score\": 5.801822674026462}, {\"28.7967\": \"258.7196\", \"16.0021\": \"188.8866\", \"2.6449\": \"3.5198\", \"0.3918\": \"0.0865\", \"0.1982\": \"0.0535\", \"27.7004\": \"328.7287\", \"22.011\": \"42.4851\", \"-8.2027\": \"122.2904\", \"40.092\": \"75.4253\", \"81.8828\": \"135.2064\", \"g\": \"h\", \"z_score\": 5.625516735404128}, {\"28.7967\": \"184.585\", \"16.0021\": \"124.715\", \"2.6449\": \"3.7929\", \"0.3918\": \"0.1104\", \"0.1982\": \"0.0637\", \"27.7004\": \"326.401\", \"22.011\": \"-181.21\", \"-8.2027\": \"-164.14\", \"40.092\": \"87.365\", \"81.8828\": \"210.34\", \"g\": \"h\", \"z_score\": 5.586201201904305}, {\"28.7967\": \"268.5557\", \"16.0021\": \"134.0939\", \"2.6449\": \"3.5845\", \"0.3918\": \"0.1042\", \"0.1982\": \"0.0541\", \"27.7004\": \"325.4172\", \"22.011\": \"113.3479\", \"-8.2027\": \"-101.6647\", \"40.092\": \"75.2391\", \"81.8828\": \"116.3868\", \"g\": \"h\", \"z_score\": 5.569584532291757}, {\"28.7967\": \"149.8725\", \"16.0021\": \"64.8825\", \"2.6449\": \"3.467\", \"0.3918\": \"0.2003\", \"0.1982\": \"0.0952\", \"27.7004\": \"319.5395\", \"22.011\": \"-144.6621\", \"-8.2027\": \"74.0211\", \"40.092\": \"88.6655\", \"81.8828\": \"374.1284\", \"g\": \"h\", \"z_score\": 5.470308460954423}, {\"28.7967\": \"161.5387\", \"16.0021\": \"119.7201\", \"2.6449\": \"3.8941\", \"0.3918\": \"0.1005\", \"0.1982\": \"0.0455\", \"27.7004\": \"315.3522\", \"22.011\": \"-87.3341\", \"-8.2027\": \"29.0148\", \"40.092\": \"83.2382\", \"81.8828\": \"285.93\", \"g\": \"h\", \"z_score\": 5.3995837398031545}, {\"28.7967\": \"226.686\", \"16.0021\": \"91.5561\", \"2.6449\": \"3.5426\", \"0.3918\": \"0.1044\", \"0.1982\": \"0.0615\", \"27.7004\": \"303.528\", \"22.011\": \"-73.8363\", \"-8.2027\": \"79.7236\", \"40.092\": \"78.754\", \"81.8828\": \"192.868\", \"g\": \"h\", \"z_score\": 5.199869545014904}, {\"28.7967\": \"157.3766\", \"16.0021\": \"65.3196\", \"2.6449\": \"3.0305\", \"0.3918\": \"0.2259\", \"0.1982\": \"0.0927\", \"27.7004\": \"301.1996\", \"22.011\": \"-161.9202\", \"-8.2027\": \"54.5743\", \"40.092\": \"72.6454\", \"81.8828\": \"157.122\", \"g\": \"h\", \"z_score\": 5.160542188310436}, {\"28.7967\": \"215.323\", \"16.0021\": \"67.8238\", \"2.6449\": \"3.4396\", \"0.3918\": \"0.1363\", \"0.1982\": \"0.0725\", \"27.7004\": \"298.614\", \"22.011\": \"-95.0773\", \"-8.2027\": \"-57.2209\", \"40.092\": \"76.924\", \"81.8828\": \"243.064\", \"g\": \"h\", \"z_score\": 5.116870648413911}, {\"28.7967\": \"182.96\", \"16.0021\": \"15.8671\", \"2.6449\": \"2.6794\", \"0.3918\": \"0.3326\", \"0.1982\": \"0.1726\", \"27.7004\": \"282.706\", \"22.011\": \"-172.866\", \"-8.2027\": \"10.9651\", \"40.092\": \"49.632\", \"81.8828\": \"160.905\", \"g\": \"h\", \"z_score\": 4.84817987773247}, {\"28.7967\": \"238.259\", \"16.0021\": \"108.116\", \"2.6449\": \"3.4111\", \"0.3918\": \"0.1401\", \"0.1982\": \"0.0731\", \"27.7004\": \"275.631\", \"22.011\": \"45.4451\", \"-8.2027\": \"77.7217\", \"40.092\": \"81.0641\", \"81.8828\": \"225.336\", \"g\": \"h\", \"z_score\": 4.7286810593661635}, {\"28.7967\": \"253.248\", \"16.0021\": \"46.3211\", \"2.6449\": \"3.1099\", \"0.3918\": \"0.2927\", \"0.1982\": \"0.1549\", \"27.7004\": \"274\", \"22.011\": \"-147.424\", \"-8.2027\": \"35.83\", \"40.092\": \"61.742\", \"81.8828\": \"218.98\", \"g\": \"h\", \"z_score\": 4.701132992545606}, {\"28.7967\": \"254.2102\", \"16.0021\": \"44.5917\", \"2.6449\": \"2.754\", \"0.3918\": \"0.4261\", \"0.1982\": \"0.2773\", \"27.7004\": \"267.1098\", \"22.011\": \"106.5271\", \"-8.2027\": \"-47.0666\", \"40.092\": \"1.9568\", \"81.8828\": \"86.1728\", \"g\": \"h\", \"z_score\": 4.584755500205321}, {\"28.7967\": \"189.3982\", \"16.0021\": \"53.6635\", \"2.6449\": \"3.4372\", \"0.3918\": \"0.1597\", \"0.1982\": \"0.0647\", \"27.7004\": \"264.4892\", \"22.011\": \"79.4782\", \"-8.2027\": \"50.1908\", \"40.092\": \"80.2115\", \"81.8828\": \"298.127\", \"g\": \"h\", \"z_score\": 4.540492800076594}, {\"28.7967\": \"256.985\", \"16.0021\": \"106.384\", \"2.6449\": \"3.3241\", \"0.3918\": \"0.1669\", \"0.1982\": \"0.0989\", \"27.7004\": \"261.875\", \"22.011\": \"65.6442\", \"-8.2027\": \"-43.789\", \"40.092\": \"89.0891\", \"81.8828\": \"202.434\", \"g\": \"h\", \"z_score\": 4.496338197818899}, {\"28.7967\": \"256.792\", \"16.0021\": \"171.9848\", \"2.6449\": \"4.0709\", \"0.3918\": \"0.0501\", \"0.1982\": \"0.0474\", \"27.7004\": \"253.046\", \"22.011\": \"-76.4121\", \"-8.2027\": \"143.8753\", \"40.092\": \"85.8723\", \"81.8828\": \"225.1622\", \"g\": \"h\", \"z_score\": 4.347213806673158}, {\"28.7967\": \"147.9936\", \"16.0021\": \"52.9572\", \"2.6449\": \"3.3779\", \"0.3918\": \"0.0868\", \"0.1982\": \"0.0393\", \"27.7004\": \"250.2342\", \"22.011\": \"2.476\", \"-8.2027\": \"42.7271\", \"40.092\": \"15.4543\", \"81.8828\": \"228.1573\", \"g\": \"h\", \"z_score\": 4.29972168264738}, {\"28.7967\": \"172.39\", \"16.0021\": \"27.8293\", \"2.6449\": \"3.3374\", \"0.3918\": \"0.1771\", \"0.1982\": \"0.0968\", \"27.7004\": \"244.83\", \"22.011\": \"-139.629\", \"-8.2027\": \"17.8981\", \"40.092\": \"55.8469\", \"81.8828\": \"186.511\", \"g\": \"h\", \"z_score\": 4.208443164737107}, {\"28.7967\": \"261.9504\", \"16.0021\": \"27.9167\", \"2.6449\": \"2.711\", \"0.3918\": \"0.3851\", \"0.1982\": \"0.2418\", \"27.7004\": \"236.6539\", \"22.011\": \"183.4282\", \"-8.2027\": \"-34.1001\", \"40.092\": \"27.8128\", \"81.8828\": \"48.0785\", \"g\": \"h\", \"z_score\": 4.070346445465763}, {\"28.7967\": \"138.115\", \"16.0021\": \"93.566\", \"2.6449\": \"3.5659\", \"0.3918\": \"0.1041\", \"0.1982\": \"0.0528\", \"27.7004\": \"228.595\", \"22.011\": \"-122.704\", \"-8.2027\": \"-67.9917\", \"40.092\": \"51.523\", \"81.8828\": \"85.3095\", \"g\": \"h\", \"z_score\": 3.9342292684576754}, {\"28.7967\": \"149.8522\", \"16.0021\": \"46.9361\", \"2.6449\": \"3.2299\", \"0.3918\": \"0.1746\", \"0.1982\": \"0.0936\", \"27.7004\": \"226.8701\", \"22.011\": \"-120.6832\", \"-8.2027\": \"19.2565\", \"40.092\": \"60.4394\", \"81.8828\": \"155.0349\", \"g\": \"h\", \"z_score\": 3.9050952031855846}, {\"28.7967\": \"197.071\", \"16.0021\": \"21.6431\", \"2.6449\": \"2.8594\", \"0.3918\": \"0.3815\", \"0.1982\": \"0.2509\", \"27.7004\": \"225.467\", \"22.011\": \"-134.891\", \"-8.2027\": \"-10.8622\", \"40.092\": \"62.429\", \"81.8828\": \"40.4893\", \"g\": \"h\", \"z_score\": 3.881396433991272}, {\"28.7967\": \"169.19\", \"16.0021\": \"37.6687\", \"2.6449\": \"3.181\", \"0.3918\": \"0.2116\", \"0.1982\": \"0.1302\", \"27.7004\": \"221.873\", \"22.011\": \"-111.994\", \"-8.2027\": \"-26.3826\", \"40.092\": \"31.857\", \"81.8828\": \"191.135\", \"g\": \"h\", \"z_score\": 3.820692723290423}, {\"28.7967\": \"215.696\", \"16.0021\": \"54.2842\", \"2.6449\": \"3.2674\", \"0.3918\": \"0.2102\", \"0.1982\": \"0.1164\", \"27.7004\": \"221.742\", \"22.011\": \"-99.8108\", \"-8.2027\": \"-35.7136\", \"40.092\": \"82.8969\", \"81.8828\": \"279.551\", \"g\": \"h\", \"z_score\": 3.8184800949927573}, {\"28.7967\": \"138.992\", \"16.0021\": \"24.5973\", \"2.6449\": \"3.008\", \"0.3918\": \"0.1964\", \"0.1982\": \"0.0997\", \"27.7004\": \"220.664\", \"22.011\": \"-139.622\", \"-8.2027\": \"7.9646\", \"40.092\": \"35.6855\", \"81.8828\": \"134.842\", \"g\": \"h\", \"z_score\": 3.8002723598409722}, {\"28.7967\": \"263.914\", \"16.0021\": \"256.382\", \"2.6449\": \"3.7684\", \"0.3918\": \"0.0651\", \"0.1982\": \"0.0326\", \"27.7004\": \"220.488\", \"22.011\": \"52.4448\", \"-8.2027\": \"-95.0139\", \"40.092\": \"10.312\", \"81.8828\": \"31.9174\", \"g\": \"h\", \"z_score\": 3.7972996683876197}, {\"28.7967\": \"133.596\", \"16.0021\": \"35.5859\", \"2.6449\": \"3.0312\", \"0.3918\": \"0.1796\", \"0.1982\": \"0.0926\", \"27.7004\": \"219.896\", \"22.011\": \"-125.078\", \"-8.2027\": \"-25.4451\", \"40.092\": \"74.6605\", \"81.8828\": \"230.868\", \"g\": \"g\", \"z_score\": 3.787300615317252}, {\"28.7967\": \"187.4254\", \"16.0021\": \"36.4627\", \"2.6449\": \"2.8737\", \"0.3918\": \"0.2731\", \"0.1982\": \"0.1458\", \"27.7004\": \"217.9336\", \"22.011\": \"90.0964\", \"-8.2027\": \"-21.5542\", \"40.092\": \"9.0153\", \"81.8828\": \"238.0995\", \"g\": \"h\", \"z_score\": 3.7541551056123703}, {\"28.7967\": \"172.111\", \"16.0021\": \"34.7788\", \"2.6449\": \"3.158\", \"0.3918\": \"0.193\", \"0.1982\": \"0.1199\", \"27.7004\": \"217.6721\", \"22.011\": \"-108.1923\", \"-8.2027\": \"-21.604\", \"40.092\": \"30.6782\", \"81.8828\": \"201.686\", \"g\": \"h\", \"z_score\": 3.7497382941632127}, {\"28.7967\": \"149.7537\", \"16.0021\": \"37.3156\", \"2.6449\": \"3.2224\", \"0.3918\": \"0.1757\", \"0.1982\": \"0.0988\", \"27.7004\": \"216.646\", \"22.011\": \"-115.0507\", \"-8.2027\": \"23.1994\", \"40.092\": \"58.5112\", \"81.8828\": \"153.4977\", \"g\": \"h\", \"z_score\": 3.73240716518432}, {\"28.7967\": \"118.801\", \"16.0021\": \"99.6421\", \"2.6449\": \"3.5763\", \"0.3918\": \"0.0804\", \"0.1982\": \"0.042\", \"27.7004\": \"215.373\", \"22.011\": \"-117.005\", \"-8.2027\": \"-87.0201\", \"40.092\": \"51.4494\", \"81.8828\": \"61.5123\", \"g\": \"h\", \"z_score\": 3.710905823024559}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.1}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f5adc7fff6ff1e82f0783f9350788526de8a4067 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:40:27.329597+00:00", + "ended_at": "2026-05-04T09:40:41.078754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_8e6f74cadb1d1d04", + "problem_id": "v2p_n11_0af17201326e1bf4", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=27.7004.", + "bindings": { + "measure_col": "27.7004", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_8e6f74cadb1d1d04.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8e6f74cadb1d1d04", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 313, + "total_tokens": 22799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2647, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13680.58, + "sql_execution_elapsed_ms_total": 30.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8e6f74cadb1d1d04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b925f6135d5c0371afcf5354113acd712f23123 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:40:41.038922+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13680.58, "started_at": "2026-05-04T09:40:27.334652+00:00", "ended_at": "2026-05-04T09:40:41.015180+00:00", "prompt_metrics": {"chars": 7332, "bytes_utf8": 7332, "lines": 226, "estimated_tokens": 2395}, "response_metrics": {"chars": 834, "bytes_utf8": 834, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 313}, "stderr_preview": "2026-05-04T09:40:27.516261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:40:30.072461Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"27.7004\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned outlier-scan template with measure_col bound to \\\"27.7004\\\". Replaced unsupported STDDEV with a SQLite-compatible standard deviation expression and cast the TEXT measure column to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5fbd5249f7d1bfd7af4d4548422906cc07908d3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_8e6f74cadb1d1d04/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_8e6f74cadb1d1d04", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 313, + "total_tokens": 22799, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2647, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13680.58, + "sql_execution_elapsed_ms_total": 30.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_8e6f74cadb1d1d04\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b47e284fa0b925554427ba666ef07f0721aed8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": 2350}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d4bcbd6467f161d39700470f4bb3a61b0fbb97d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90226680cd5f3f45", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12724.62, + "sql_execution_elapsed_ms_total": 14.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_90226680cd5f3f45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf54018789e632ea6b6863740525aca89b5187f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:38:57.746660+00:00", + "ended_at": "2026-05-04T09:39:10.470342+00:00", + "elapsed_ms": 12724.62, + "prompt_metrics": { + "chars": 7238, + "bytes_utf8": 7238, + "lines": 228, + "estimated_tokens": 2350 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13153 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 187 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84df81fcc42569d88ac74e20dbeead1ea8d77877 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80c9cca5ce98041e5ba336691971009b6b1c7463 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-eaec-7102-8d3a-3b43b31a8d69"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 24.862676\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is used because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":187}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..376a87fec4839ffab737987b2a846244237a145d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"22.011\" AS REAL)) > 24.862676\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"22.011\". CAST to REAL is used because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4187c10fb7f83dd9244d06ed705285f856b94616 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:57.963440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:00.687809Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:09.605317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4599a7923b0a03c60a5559b1c91bf2ee0de8471 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 219603.6655}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec3c6156ab8856468aa154a8d17738ec0f89a433 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_90226680cd5f3f45 +-- problem_id: v2p_n11_908d0812333b6c95 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("22.011" AS REAL)) > 24.862676 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35079e3b6783c397e1d79b6bb1adc808288848b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"22.011\" AS REAL)) > 24.862676\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"22.011\\\" AS REAL)) > 24.862676\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 219603.6655}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.08}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a4b6fea7d15da04de73ffc26494d445246088da0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:38:57.740892+00:00", + "ended_at": "2026-05-04T09:39:10.524340+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_90226680cd5f3f45", + "problem_id": "v2p_n11_908d0812333b6c95", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_90226680cd5f3f45.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90226680cd5f3f45", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12724.62, + "sql_execution_elapsed_ms_total": 14.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_90226680cd5f3f45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e0403446ba83ebeb7dfc8bb6a22f45939a226aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:10.499838+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12724.62, "started_at": "2026-05-04T09:38:57.746660+00:00", "ended_at": "2026-05-04T09:39:10.470342+00:00", "prompt_metrics": {"chars": 7238, "bytes_utf8": 7238, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 187}, "stderr_preview": "2026-05-04T09:38:57.963440Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:00.687809Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 24.862676\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"22.011\\\". CAST to REAL is used because the schema stores columns as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d965757134d3b870f6fcc5f4953421106e944683 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90226680cd5f3f45/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90226680cd5f3f45", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 187, + "total_tokens": 22626, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2467, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12724.62, + "sql_execution_elapsed_ms_total": 14.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_90226680cd5f3f45\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a45b28a1cc9df411ac1509af90eb8ca852eca611 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7216, "bytes_utf8": 7216, "lines": 228, "estimated_tokens": 2350}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c03ec1f107c1b960322ec25fe02e2254e6d5326 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90fb767d536de151", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12180.02, + "sql_execution_elapsed_ms_total": 14.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_90fb767d536de151\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..694ce07dc7d9d5d87afdfb9facb0457aa2472d75 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:11.544550+00:00", + "ended_at": "2026-05-04T09:20:23.725013+00:00", + "elapsed_ms": 12180.02, + "prompt_metrics": { + "chars": 7216, + "bytes_utf8": 7216, + "lines": 228, + "estimated_tokens": 2350 + }, + "stdout_metrics": { + "chars": 724, + "bytes_utf8": 724, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 191 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c8d030dc47670d77f7f7767042f910a30f9faf8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0808ec23dec162c191fee6b35d84325cb2a9cfa2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-bba7-7a80-a938-81e724fab5f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":191}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad7b5da23b07bf07345a1233fa0b3ddd00a17502 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"-8.2027\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e76fc105c29341dd4dedaf2120a3adb92b57872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:11.745964Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:14.458346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:22.980753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ff2f93be15297eca72a079df6797a10e1867003 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "g", "avg_measure": 0.1915534506528262, "support": 12331}, {"g": "h", "avg_measure": 0.3582453349282297, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca7cfb1212f1e7589b6f0ce4f227971633fe5bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_90fb767d536de151 +-- problem_id: v2p_n11_b0dcf739c76516c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6c04a9be50b7164ff482568a1589fd2d9d2be91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.1915534506528262, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 0.3582453349282297, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0569fd3a9a675cd1fbf787066c6399507fb3ce56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:20:11.540694+00:00", + "ended_at": "2026-05-04T09:20:23.770293+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_90fb767d536de151", + "problem_id": "v2p_n11_b0dcf739c76516c8", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_90fb767d536de151.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90fb767d536de151", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12180.02, + "sql_execution_elapsed_ms_total": 14.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_90fb767d536de151\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5193fbcbebc2526c502b9eb8ff904446efa0bcb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:23.744062+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12180.02, "started_at": "2026-05-04T09:20:11.544550+00:00", "ended_at": "2026-05-04T09:20:23.725013+00:00", "prompt_metrics": {"chars": 7216, "bytes_utf8": 7216, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 191}, "stderr_preview": "2026-05-04T09:20:11.745964Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:14.458346Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45d42571b609167aa842f2af9b22a853eed72b06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_90fb767d536de151/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_90fb767d536de151", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 22630, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2463, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12180.02, + "sql_execution_elapsed_ms_total": 14.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_90fb767d536de151\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3e3b0fa70d46e627a578989199c2e87098fd2ef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2299}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..de48e31fc92d1897d33d0b1eab48725645904f4b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_91908c62f5282f53", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14225.11, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_91908c62f5282f53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2abe1d86b73a106386c01770a720c457b4f81c29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:35:35.254615+00:00", + "ended_at": "2026-05-04T09:35:49.479595+00:00", + "elapsed_ms": 14225.11, + "prompt_metrics": { + "chars": 7016, + "bytes_utf8": 7016, + "lines": 226, + "estimated_tokens": 2299 + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 399, + "bytes_utf8": 399, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5283bbd69560e8368afdb3c35ccfc05951293835 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a71ef69a8d676822372868058121b2e794fde6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-d3df-7173-add9-6defe76f56eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.1982\\\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"0.1982\\\" and measure_threshold fixed at 0.28525. Cast to REAL for correct numeric comparison because the column is stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9e6304cfcb6dd06f77d69ae4e5f5c1b0df68fbb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.1982\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"0.1982\" and measure_threshold fixed at 0.28525. Cast to REAL for correct numeric comparison because the column is stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a78532982c4beb7040d6d67d453bdaf81289ee3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:35:35.492466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:35:37.868633Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:35:48.722484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7def0c74f2ac6b3023651f401a26232dd2c7da5a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88ae9bdfbd057ed25957eb7ce129b27f6ebf65d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_91908c62f5282f53 +-- problem_id: v2p_n11_57bd43f1f27718e9 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.1982" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a01a7fe7c5f0c94265f7989711e8854ec790bb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"0.1982\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"0.1982\\\" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.59}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b5ee8d91ad27644c9d2106106baa0639a870ea0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:35:35.250294+00:00", + "ended_at": "2026-05-04T09:35:49.522178+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_91908c62f5282f53", + "problem_id": "v2p_n11_57bd43f1f27718e9", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.1982.", + "bindings": { + "measure_col": "0.1982", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_91908c62f5282f53.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_91908c62f5282f53", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 22512, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2407, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14225.11, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_91908c62f5282f53\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f861ce3196add5c0a1f32eda7b6e13c97eecce56 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_91908c62f5282f53/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:35:49.503359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14225.11, "started_at": "2026-05-04T09:35:35.254615+00:00", "ended_at": "2026-05-04T09:35:49.479595+00:00", "prompt_metrics": {"chars": 7016, "bytes_utf8": 7016, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 399, "bytes_utf8": 399, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T09:35:35.492466Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:35:37.868633Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f28f1f7b893e6b2533711d480c6c978824c7cbf9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df247-9e83-7680-aadf-532a45c4c861"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure column from TEXT to REAL for a SQLite-compatible numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":19840,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb23686d85c38ba22c4c5a5e2a94c079973c6a0f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the required Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"2.6449\". Cast the measure column from TEXT to REAL for a SQLite-compatible numeric average."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..255a6475bf690abe999b75b340230759fc319657 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:17:53.221583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:17:55.603147Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:03.927021Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d411632a5a27beaec7aad1d8b087c76b50a81a29 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "avg_measure": 2.7840325926526637, "support": 12331}, {"g": "h", "avg_measure": 2.9006088217703345, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..280f5f140cb28656901e40dbde04a07c26c1ef44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_9487db6e113af70f +-- problem_id: v2p_n11_679d4b712979c7aa +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("2.6449" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2190f6b7ebeeab173063c98538f5c76895ee94dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"2.6449\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"2.6449\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 2.7840325926526637, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 2.9006088217703345, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.55}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4728f393eb4003bdcc971fe02fec5c0c76059e2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:17:52.980477+00:00", + "ended_at": "2026-05-04T09:18:04.579363+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9487db6e113af70f", + "problem_id": "v2p_n11_679d4b712979c7aa", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_9487db6e113af70f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9487db6e113af70f", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 19840, + "output_tokens": 178, + "total_tokens": 22617, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2462, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11548.15, + "sql_execution_elapsed_ms_total": 15.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9487db6e113af70f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8b71ca610507bed4e297279139f1d39bcbffd47 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:04.554091+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11548.15, "started_at": "2026-05-04T09:17:52.984703+00:00", "ended_at": "2026-05-04T09:18:04.532946+00:00", "prompt_metrics": {"chars": 7210, "bytes_utf8": 7210, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22439, "cached_input_tokens": 19840, "output_tokens": 178}, "stderr_preview": "2026-05-04T09:17:53.221583Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:17:55.603147Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\". Cast the measure column from TEXT to REAL for a SQLite-compatible numeric average.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..085cf6ce6f11acf126c9dac210014105258080cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9487db6e113af70f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9487db6e113af70f", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 19840, + "output_tokens": 178, + "total_tokens": 22617, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2462, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11548.15, + "sql_execution_elapsed_ms_total": 15.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9487db6e113af70f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba2e4936b869f465ab55d5e238e3d73477f978c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 15.827327777777779}, {"0.1982": "0.1939", "support": 16, "avg_response": 22.29476875}, {"0.1982": "0.2", "support": 16, "avg_response": 18.260425}, {"0.1982": "0.2126", "support": 16, "avg_response": 16.548225}, {"0.1982": "0.2251", "support": 15, "avg_response": 16.57204}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfa85d7e62beaeed4ca9d4e9b88b90c683a9e1bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_94a832542d7387ae +-- problem_id: v2p_n11_1b45f5fd6444d47c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..458adce1ebfa353580b172be5e475a734aa3f58f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_94a832542d7387ae\n-- problem_id: v2p_n11_1b45f5fd6444d47c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_94a832542d7387ae\\n-- problem_id: v2p_n11_1b45f5fd6444d47c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 15.827327777777779}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 22.29476875}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 18.260425}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 16.548225}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 16.57204}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 15.714906666666668}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 32.64492142857143}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 29.927578571428572}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 29.23275}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 28.88687142857143}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 28.28177857142857}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 27.966092857142858}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 26.436371428571427}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 24.797950000000004}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 23.56812857142857}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 23.29197142857143}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 21.679121428571428}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 19.616342857142858}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 18.408242857142856}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 17.761792857142858}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 15.618864285714285}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 34.82896923076923}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 27.630161538461536}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 27.381723076923077}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 27.37170769230769}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 23.49314615384615}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 22.805669230769233}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 21.595607692307695}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 20.434423076923075}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 19.397169230769233}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 19.168115384615383}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 14.559115384615383}, {\"0.1982\": \"0.0931\", \"support\": 12, \"avg_response\": 39.475766666666665}, {\"0.1982\": \"0.1038\", \"support\": 12, \"avg_response\": 39.113425}, {\"0.1982\": \"0.1064\", \"support\": 12, \"avg_response\": 35.79739166666666}, {\"0.1982\": \"0.1037\", \"support\": 12, \"avg_response\": 33.890433333333334}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 30.935133333333336}, {\"0.1982\": \"0.0987\", \"support\": 12, \"avg_response\": 29.463333333333335}, {\"0.1982\": \"0.0986\", \"support\": 12, \"avg_response\": 29.42605}, {\"0.1982\": \"0.1292\", \"support\": 12, \"avg_response\": 28.202341666666666}, {\"0.1982\": \"0.1206\", \"support\": 12, \"avg_response\": 26.866066666666665}, {\"0.1982\": \"0.1153\", \"support\": 12, \"avg_response\": 26.678708333333333}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 26.502533333333332}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 25.72305}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 25.559025000000002}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 24.869525}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 24.630966666666666}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 22.994333333333334}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 22.305366666666668}, {\"0.1982\": \"0.1437\", \"support\": 12, \"avg_response\": 22.178275}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c103dfb560090640f260f28718bb21636023782d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.691532+00:00", + "ended_at": "2026-05-04T09:41:38.718324+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_94a832542d7387ae", + "problem_id": "v2p_n11_1b45f5fd6444d47c", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_94a832542d7387ae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_94a832542d7387ae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04e96a1fa2f0a418f56e07f198b2432520d4bcce --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 226, "estimated_tokens": 2363}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 546, "bytes_utf8": 546, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 242}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9461543cb5b5155020ad3cf42dd62588f49fc72f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9837861df7dae571", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 242, + "total_tokens": 22696, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 156, + "estimated_total_tokens": 2519, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12848.11, + "sql_execution_elapsed_ms_total": 93.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9837861df7dae571\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c0f54159a8b9817df18b69b06f283eadc401637 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:34:12.423833+00:00", + "ended_at": "2026-05-04T09:34:25.273208+00:00", + "elapsed_ms": 12848.11, + "prompt_metrics": { + "chars": 7248, + "bytes_utf8": 7248, + "lines": 226, + "estimated_tokens": 2363 + }, + "stdout_metrics": { + "chars": 879, + "bytes_utf8": 879, + "lines": 4, + "estimated_tokens": 266 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 546, + "bytes_utf8": 546, + "lines": 1, + "estimated_tokens": 156 + }, + "usage": { + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 242 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a7b29080eb9d131414326b6fdc715a043f6b95b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79d17efebe6416eb0d2edf37e67dc7c73ffa6258 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-9063-71c3-8694-81c621140c36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.3918\\\" DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"0.3918\\\" and num_tiles=10. CAST to REAL is used because the schema stores this numeric measure as TEXT, and numeric ordering is required for the tail slice.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":242}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca0cc0273569a9415ace13d0d1d20a5fd95c5def --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n NTILE(10) OVER (ORDER BY CAST(\"0.3918\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"0.3918\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"0.3918\" DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"0.3918\" and num_tiles=10. CAST to REAL is used because the schema stores this numeric measure as TEXT, and numeric ordering is required for the tail slice."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96ccf82078e444b2cf86c0712410172619d3e752 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:12.672853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:15.424806Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:24.806265Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..322baba203f1f529be88653c04cf2dd52a0d7f6e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918. +Result preview: [{"0.3918": 0.893}, {"0.3918": 0.8912}, {"0.3918": 0.8889}, {"0.3918": 0.8846}, {"0.3918": 0.8786}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a96bfa9e1992dbbc49da62c66d5433d5c0748f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_9837861df7dae571 +-- problem_id: v2p_n11_e1eecd8bc8d510ca +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("0.3918" AS REAL) AS "0.3918", + NTILE(10) OVER (ORDER BY CAST("0.3918" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "0.3918" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "0.3918" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c533e13cd7d22444f13c540de29af850e2ae5557 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"0.3918\" AS REAL) AS \"0.3918\",\n NTILE(10) OVER (ORDER BY CAST(\"0.3918\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"0.3918\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"0.3918\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"0.3918\\\" AS REAL) AS \\\"0.3918\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"0.3918\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"0.3918\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"0.3918\\\" DESC;\", \"columns\": [\"0.3918\"], \"rows\": [{\"0.3918\": 0.893}, {\"0.3918\": 0.8912}, {\"0.3918\": 0.8889}, {\"0.3918\": 0.8846}, {\"0.3918\": 0.8786}, {\"0.3918\": 0.8778}, {\"0.3918\": 0.8772}, {\"0.3918\": 0.8757}, {\"0.3918\": 0.8745}, {\"0.3918\": 0.8743}, {\"0.3918\": 0.8703}, {\"0.3918\": 0.8676}, {\"0.3918\": 0.8668}, {\"0.3918\": 0.865}, {\"0.3918\": 0.8646}, {\"0.3918\": 0.8621}, {\"0.3918\": 0.8617}, {\"0.3918\": 0.8615}, {\"0.3918\": 0.859}, {\"0.3918\": 0.8585}, {\"0.3918\": 0.8576}, {\"0.3918\": 0.8571}, {\"0.3918\": 0.8565}, {\"0.3918\": 0.8535}, {\"0.3918\": 0.8533}, {\"0.3918\": 0.8521}, {\"0.3918\": 0.8517}, {\"0.3918\": 0.8515}, {\"0.3918\": 0.8511}, {\"0.3918\": 0.8507}, {\"0.3918\": 0.8499}, {\"0.3918\": 0.8495}, {\"0.3918\": 0.8484}, {\"0.3918\": 0.8483}, {\"0.3918\": 0.8475}, {\"0.3918\": 0.847}, {\"0.3918\": 0.847}, {\"0.3918\": 0.8468}, {\"0.3918\": 0.8467}, {\"0.3918\": 0.8463}, {\"0.3918\": 0.8463}, {\"0.3918\": 0.8456}, {\"0.3918\": 0.8451}, {\"0.3918\": 0.8444}, {\"0.3918\": 0.8443}, {\"0.3918\": 0.8442}, {\"0.3918\": 0.8435}, {\"0.3918\": 0.8427}, {\"0.3918\": 0.8416}, {\"0.3918\": 0.8413}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 93.07}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4543cb2fc10d93c773fecaed3adab63de08f50d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:34:12.408408+00:00", + "ended_at": "2026-05-04T09:34:25.418502+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9837861df7dae571", + "problem_id": "v2p_n11_e1eecd8bc8d510ca", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=0.3918.", + "bindings": { + "measure_col": "0.3918", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.5037, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_9837861df7dae571.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9837861df7dae571", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 242, + "total_tokens": 22696, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 156, + "estimated_total_tokens": 2519, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12848.11, + "sql_execution_elapsed_ms_total": 93.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9837861df7dae571\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55d915fda254912d8e419f37dbbb750acc38b0f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9837861df7dae571/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:25.303207+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12848.11, "started_at": "2026-05-04T09:34:12.423833+00:00", "ended_at": "2026-05-04T09:34:25.273208+00:00", "prompt_metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 546, "bytes_utf8": 546, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 242}, "stderr_preview": "2026-05-04T09:34:12.672853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:15.424806Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d95a8c2a4a9ff2b18fe921e8c67d57e891e21f88 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-fe57-79c1-b754-25e50a02cea2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL ensures SQLite computes the average numerically because the column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":180}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5e12d49a0df95e9c51da4e37476ec3a33d352bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Used the required template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL ensures SQLite computes the average numerically because the column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad9a7f25c0dec7da2cc80bc8d2c8a2078d92761f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:23.275748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:19:25.639662Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:19:33.856003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da65074f5ba01ca3e6ca01ff5f2472e432cdc1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "avg_measure": 3.2346691265915175, "support": 12331}, {"g": "h", "avg_measure": -18.287110989832538, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b96fdcaf4a3439492bab1297da72ffb11725c1f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_98d9719210002e03 +-- problem_id: v2p_n11_853acb30aa20f7f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39b65506e22d0a064cc7a3d9df66cb6edbba2abd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"27.7004\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"27.7004\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 3.2346691265915175, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": -18.287110989832538, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.45}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1bdf17d6ca17dd3fdec38b2ff3c6640ae611dc1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:19:23.077750+00:00", + "ended_at": "2026-05-04T09:19:34.582247+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_98d9719210002e03", + "problem_id": "v2p_n11_853acb30aa20f7f5", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 16.369688, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_98d9719210002e03.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_98d9719210002e03", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 180, + "total_tokens": 22619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2459, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11459.77, + "sql_execution_elapsed_ms_total": 13.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_98d9719210002e03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f984635cc942c75e659a177574e4f3c803cc5fcb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:19:34.560457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11459.77, "started_at": "2026-05-04T09:19:23.082144+00:00", "ended_at": "2026-05-04T09:19:34.542045+00:00", "prompt_metrics": {"chars": 7217, "bytes_utf8": 7217, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 180}, "stderr_preview": "2026-05-04T09:19:23.275748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:19:25.639662Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Used the required template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL ensures SQLite computes the average numerically because the column is stored as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1e6afb6359286f076afb419134591231e63b40f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_98d9719210002e03/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_98d9719210002e03", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 180, + "total_tokens": 22619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2459, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11459.77, + "sql_execution_elapsed_ms_total": 13.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_98d9719210002e03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d45267a963c17631f863e3d69dfff0d6a9da79a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.3918": "0.6", "support": 16, "avg_response": 2.35349375}, {"0.3918": "0.2979", "support": 12, "avg_response": 2.9508916666666667}, {"0.3918": "0.4", "support": 12, "avg_response": 2.5979666666666668}, {"0.3918": "0.4116", "support": 12, "avg_response": 2.561325}, {"0.3918": "0.193", "support": 11, "avg_response": 3.2204545454545452}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22eb1e10861d47ebdc883719ce2da1c77742d7c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_99445a0ce32c9212 +-- problem_id: v2p_n11_8dcc7a8b314ed3d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..680b3a8e581196c8cbc8c3f31644450305fa0b43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_99445a0ce32c9212\n-- problem_id: v2p_n11_8dcc7a8b314ed3d4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_99445a0ce32c9212\\n-- problem_id: v2p_n11_8dcc7a8b314ed3d4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 2.35349375}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 2.9508916666666667}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 2.5979666666666668}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 2.561325}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 3.2204545454545452}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 3.1865909090909095}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 3.1565818181818184}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 3.0980909090909092}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 2.560563636363636}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 2.3317363636363635}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 3.5328000000000004}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 3.42314}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 3.3664}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 3.30471}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 3.19179}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 3.11985}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 3.11487}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 3.03975}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 3.0371300000000003}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 3.01531}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 2.96795}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 2.96561}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 2.87674}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 2.85651}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 2.85195}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 2.8115300000000003}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 2.76704}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 2.68825}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 2.52046}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 2.37939}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 2.34954}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 2.33263}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 3.537122222222222}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 3.3900333333333332}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 3.3302555555555555}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 3.275155555555555}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 3.2434}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 3.225188888888889}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 3.217222222222222}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 3.178688888888889}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 3.1290222222222224}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 3.1111}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 3.094722222222222}, {\"0.3918\": \"0.2213\", \"support\": 9, \"avg_response\": 3.0657555555555556}, {\"0.3918\": \"0.2336\", \"support\": 9, \"avg_response\": 3.0379666666666667}, {\"0.3918\": \"0.2723\", \"support\": 9, \"avg_response\": 3.011977777777778}, {\"0.3918\": \"0.279\", \"support\": 9, \"avg_response\": 2.956322222222222}, {\"0.3918\": \"0.269\", \"support\": 9, \"avg_response\": 2.9548}, {\"0.3918\": \"0.262\", \"support\": 9, \"avg_response\": 2.9491444444444443}, {\"0.3918\": \"0.307\", \"support\": 9, \"avg_response\": 2.9444333333333335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f77a7e0dd585150ab30407ba58b4fe2c36ae378c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.634707+00:00", + "ended_at": "2026-05-04T09:41:38.659176+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_99445a0ce32c9212", + "problem_id": "v2p_n11_8dcc7a8b314ed3d4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_99445a0ce32c9212.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_99445a0ce32c9212/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bd0b140f5cc67107e88a366ff3d2ef0ab706f74 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 237}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..804e2c04dfadf69c9e8ec059c008a626e9738ab1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9ca09551848f9b26", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22677, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2487, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13434.15, + "sql_execution_elapsed_ms_total": 14.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9ca09551848f9b26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c57d88f2faceab2b7c2dcc4f4dbfa7925b60d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:39:22.846019+00:00", + "ended_at": "2026-05-04T09:39:36.278042+00:00", + "elapsed_ms": 13434.15, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 842, + "bytes_utf8": 842, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 512, + "bytes_utf8": 512, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 237 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1548158c409eff9071b67cd3ae6b45b2c32bec89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59f228dffd353f883d832417c8b574fd5237f629 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-4ce3-7392-b0e7-4ae9b2baa570"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"-8.2027\\\" AS REAL)) > 8.481388\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL was added because the schema stores all columns as TEXT, and SQLite-compatible numeric aggregation requires explicit coercion for reliability.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":237}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ac68612d10450e3dece7e4a49cae2bb50c25753 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"-8.2027\" AS REAL)) > 8.481388\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"g\" and measure_col=\"-8.2027\". CAST to REAL was added because the schema stores all columns as TEXT, and SQLite-compatible numeric aggregation requires explicit coercion for reliability."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..713f005ba100777a8c34599c17d69d71f79527ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:23.054212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:25.756592Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:35.566900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc5432aa8b36fc57e1b7c40d17e937f4d4cefd3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "total_measure": 2395.9448}, {"g": "g", "total_measure": 2362.0456}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3b2ee083b662549aba1743c7e2c42fd89c76d58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_9ca09551848f9b26 +-- problem_id: v2p_n11_1ffa3dd99fd0f15b +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("-8.2027" AS REAL)) > 8.481388 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03769720b01dae4237870cc0003512f9a90b246b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"-8.2027\" AS REAL)) > 8.481388\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"-8.2027\\\" AS REAL)) > 8.481388\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 2395.9448}, {\"g\": \"g\", \"total_measure\": 2362.0456}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.44}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1aa05b1a6993ca7d9442640e5c5281e8c57c722f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:39:22.841250+00:00", + "ended_at": "2026-05-04T09:39:36.329680+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9ca09551848f9b26", + "problem_id": "v2p_n11_1ffa3dd99fd0f15b", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_9ca09551848f9b26.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9ca09551848f9b26", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22677, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2487, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13434.15, + "sql_execution_elapsed_ms_total": 14.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9ca09551848f9b26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..468b19af7c90a0a7cfc33ebd5753cae61013dfed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:36.299252+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13434.15, "started_at": "2026-05-04T09:39:22.846019+00:00", "ended_at": "2026-05-04T09:39:36.278042+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 512, "bytes_utf8": 512, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 237}, "stderr_preview": "2026-05-04T09:39:23.054212Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:25.756592Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.481388\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". CAST to REAL was added because the schema stores all columns as TEXT, and SQLite-compatible numeric aggregation requires explicit coercion for reliability.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..db101ceed3239977f0d987ffb24abfe9ee630304 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9ca09551848f9b26/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9ca09551848f9b26", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 22677, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2487, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13434.15, + "sql_execution_elapsed_ms_total": 14.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9ca09551848f9b26\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..42fef05bc4184356bc3ecdb6252168c583e5a293 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": 2352}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75021b7f3219f70eec08c3fc05b2b6fbe5c598e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9d0ebc93965b1fec", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22648, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2482, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15445.15, + "sql_execution_elapsed_ms_total": 15.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9d0ebc93965b1fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1d8637c20f1cf33ee874c9ff8347d755a92fb256 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:37:09.688783+00:00", + "ended_at": "2026-05-04T09:37:25.132903+00:00", + "elapsed_ms": 15445.15, + "prompt_metrics": { + "chars": 7235, + "bytes_utf8": 7235, + "lines": 228, + "estimated_tokens": 2352 + }, + "stdout_metrics": { + "chars": 796, + "bytes_utf8": 796, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": 130 + }, + "usage": { + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a78e3a78846a0fc6d73df38dd66188d82c2efe2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..739cf74c83d8058f953d69b7745457e4635fccc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df259-44d2-7df2-919b-60f4ec2e060e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 2.9462\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col bound to \\\"g\\\" and measure_col bound to \\\"2.6449\\\". Applied CAST(... AS REAL) because the schema snapshot shows the measure column is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22441,"cached_input_tokens":21888,"output_tokens":207}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41ad4e236d6ef345d9505d47dfa3808429fcca9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"2.6449\" AS REAL)) > 2.9462\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the planned Thresholded Group Ranking template with group_col bound to \"g\" and measure_col bound to \"2.6449\". Applied CAST(... AS REAL) because the schema snapshot shows the measure column is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dd2d822bfd3ed5f7728b55cc6e286c1b4b250e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:37:09.910443Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:37:12.425549Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:37:24.143319Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13a1875d5829b42e5c12e78e3736027425f73fa5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 34329.9059}, {"g": "h", "total_measure": 19399.2718}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed86751b2770a60e08a440acf869a389b468af0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_9d0ebc93965b1fec +-- problem_id: v2p_n11_a1f49c327b3deb50 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("2.6449" AS REAL)) > 2.9462 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c113dbfb36a68a8c9a82e415d3db3668de02b825 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"2.6449\" AS REAL)) > 2.9462\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"2.6449\\\" AS REAL)) > 2.9462\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 34329.9059}, {\"g\": \"h\", \"total_measure\": 19399.2718}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 15.36}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e389c5c3ed298a237d1d4a562e275973ab348fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:37:09.683602+00:00", + "ended_at": "2026-05-04T09:37:25.183378+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9d0ebc93965b1fec", + "problem_id": "v2p_n11_a1f49c327b3deb50", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_9d0ebc93965b1fec.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9d0ebc93965b1fec", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22648, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2482, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15445.15, + "sql_execution_elapsed_ms_total": 15.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9d0ebc93965b1fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f4692ce6427b0599316a0600821dfc32f553c926 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:37:25.159135+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15445.15, "started_at": "2026-05-04T09:37:09.688783+00:00", "ended_at": "2026-05-04T09:37:25.132903+00:00", "prompt_metrics": {"chars": 7235, "bytes_utf8": 7235, "lines": 228, "estimated_tokens": 2352}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 130}, "usage": {"input_tokens": 22441, "cached_input_tokens": 21888, "output_tokens": 207}, "stderr_preview": "2026-05-04T09:37:09.910443Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:37:12.425549Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.9462\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col bound to \\\"g\\\" and measure_col bound to \\\"2.6449\\\". Applied CAST(... AS REAL) because the schema snapshot shows the measure column is stored as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63902bbdc185115cdf2ec392548d647c34a69a67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d0ebc93965b1fec/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_9d0ebc93965b1fec", + "api_calls": 0, + "input_tokens": 22441, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 22648, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2352, + "estimated_output_tokens": 130, + "estimated_total_tokens": 2482, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15445.15, + "sql_execution_elapsed_ms_total": 15.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_9d0ebc93965b1fec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc721afd7cf4fb6653a24de343162ab26e604bd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"22.011": "0", "support": 39, "avg_response": 0.5371461538461539}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de6e3c539b08d43420dea023a5ad634f26671e44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9d3e5000ee91709e +-- problem_id: v2p_n11_ca8e6cb083401014 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84ea6c718254b4ba6a2740f99efbb72b1792e17c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_9d3e5000ee91709e\n-- problem_id: v2p_n11_ca8e6cb083401014\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_9d3e5000ee91709e\\n-- problem_id: v2p_n11_ca8e6cb083401014\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 0.5371461538461539}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.88}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7da95ba4cd8b7977c97b0122390bed9865f9ca01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.954653+00:00", + "ended_at": "2026-05-04T09:41:38.984913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9d3e5000ee91709e", + "problem_id": "v2p_n11_ca8e6cb083401014", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_9d3e5000ee91709e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9d3e5000ee91709e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..254971c36939aaa0aff11c77a521c530c9c77bb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9f54dcb07b4a282e +-- problem_id: v2p_n11_c4827e2af512e353 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..615af12059e69cfb46ef6167d7f1a84e72579236 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_9f54dcb07b4a282e\n-- problem_id: v2p_n11_c4827e2af512e353\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"81.8828\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"81.8828\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_9f54dcb07b4a282e\\n-- problem_id: v2p_n11_c4827e2af512e353\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"81.8828\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"81.8828\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"81.8828\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.21}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b323c428c76f9e51a95e4f62733d368645b67ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.388831+00:00", + "ended_at": "2026-05-04T09:41:39.414512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_9f54dcb07b4a282e", + "problem_id": "v2p_n11_c4827e2af512e353", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=81.8828.", + "bindings": { + "key_col": "81.8828", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=36", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 36, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_9f54dcb07b4a282e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_9f54dcb07b4a282e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e7c38ef15a4e21f50da5765c9b04bd60dd94a3d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"40.092": "0.0002", "support": 7, "avg_response": 0.002142857142857143}, {"40.092": "0", "support": 5, "avg_response": 2.1613599999999997}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0f0260df1eb06cf56fef4bd2fa94a86b3cf0620 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_a165737dbd026176 +-- problem_id: v2p_n11_e5285a066c65c918 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ea19f1ebddfa613f9eac454381642fc86ee0b2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_a165737dbd026176\n-- problem_id: v2p_n11_e5285a066c65c918\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_a165737dbd026176\\n-- problem_id: v2p_n11_e5285a066c65c918\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 0.002142857142857143}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 2.1613599999999997}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.56}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a18fa49393c94890e4bd37d7291616c7836fd07b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.200365+00:00", + "ended_at": "2026-05-04T09:41:39.234752+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a165737dbd026176", + "problem_id": "v2p_n11_e5285a066c65c918", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_a165737dbd026176.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a165737dbd026176/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de2796f8252934914f48cb44d952bc0f472e5b07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1017, "bytes_utf8": 1017, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 505}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e2fcb8acec59f39c783ef96762e8505abb066201 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a25aa788971e39b3", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 505, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 324, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18598.77, + "sql_execution_elapsed_ms_total": 86.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_a25aa788971e39b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..803f93d618ad81d9e775c95347a8aa93881c9431 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:09.655769+00:00", + "ended_at": "2026-05-04T09:29:28.254150+00:00", + "elapsed_ms": 18598.77, + "prompt_metrics": { + "chars": 7246, + "bytes_utf8": 7246, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1463, + "bytes_utf8": 1463, + "lines": 4, + "estimated_tokens": 502 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1017, + "bytes_utf8": 1017, + "lines": 1, + "estimated_tokens": 324 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 505 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43416b92a027de6b9a8173b440176be257856c55 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dc1cee68739a8e87656b5776d01f55211e969ad --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-f1be-7780-98c0-1933274b5726"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per group on CAST(\\\"81.8828\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":505}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba9bddab23d057270733cd8eeec54e9f924efc7e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"g\",\n \"measure\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.9 * \"cnt\" AS INTEGER) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per group on CAST(\"81.8828\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..016d1f50142b0d064b2e4be225f00a50a66e2b80 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:09.878576Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:12.156709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:27.776487Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..79866797e0e0cbce6265d6259f50484af9963155 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "percentile_measure": 310.839}, {"g": "g", "percentile_measure": 283.646}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bdf1ae27a63aef2d32a2d1bb477dd2599ded3b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_a25aa788971e39b3 +-- problem_id: v2p_n11_1a1374872a33d873 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("81.8828" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "81.8828" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "g", + "measure" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(0.9 * "cnt" AS INTEGER) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 ELSE 0 END +) +SELECT + "g", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b77e0bccbd14f0854c0ed31d655820cd15dd2df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"g\",\n \"measure\" AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY \"rn\"\n ) AS \"pick_rank\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST(0.9 * \"cnt\" AS INTEGER) + CASE WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1 ELSE 0 END\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"percentile_rows\"\nWHERE \"pick_rank\" = 1\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"81.8828\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY \\\"rn\\\"\\n ) AS \\\"pick_rank\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 310.839}, {\"g\": \"g\", \"percentile_measure\": 283.646}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 86.94}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..589475084590a9791ccbd6018e9cfdda547bb069 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:29:09.651256+00:00", + "ended_at": "2026-05-04T09:29:28.371633+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a25aa788971e39b3", + "problem_id": "v2p_n11_1a1374872a33d873", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_a25aa788971e39b3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a25aa788971e39b3", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 505, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 324, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18598.77, + "sql_execution_elapsed_ms_total": 86.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_a25aa788971e39b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..683dbcf180c216cf125b820a1b823bf593ced924 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:29:28.276113+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18598.77, "started_at": "2026-05-04T09:29:09.655769+00:00", "ended_at": "2026-05-04T09:29:28.254150+00:00", "prompt_metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 1017, "bytes_utf8": 1017, "lines": 1, "estimated_tokens": 324}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 505}, "stderr_preview": "2026-05-04T09:29:09.878576Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:12.156709Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1 ELSE 0 END\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"pick_rank\\\" = 1\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per group on CAST(\\\"81.8"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a1124e5ef592e52d51dcd60b776929992aa67100 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a25aa788971e39b3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_a25aa788971e39b3", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 505, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 324, + "estimated_total_tokens": 2669, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18598.77, + "sql_execution_elapsed_ms_total": 86.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_a25aa788971e39b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bf96b0e605878890de9d2df8efaa17a2d121ecc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.3918": "0.6", "support": 16, "avg_response": 11.3562875}, {"0.3918": "0.2979", "support": 12, "avg_response": 24.716066666666666}, {"0.3918": "0.4", "support": 12, "avg_response": 15.376600000000002}, {"0.3918": "0.4116", "support": 12, "avg_response": 14.7661}, {"0.3918": "0.2175", "support": 11, "avg_response": 30.524381818181816}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0ff3023df3b0e78257c17465a459128577ada82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_a2c1cdc30470dda5 +-- problem_id: v2p_n11_607d8d48d901e1d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7451d1ce2e1282a99f3b88fe468884cde4f858d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_a2c1cdc30470dda5\n-- problem_id: v2p_n11_607d8d48d901e1d3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.3918\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.3918\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_a2c1cdc30470dda5\\n-- problem_id: v2p_n11_607d8d48d901e1d3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.3918\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.3918\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.3918\", \"support\", \"avg_response\"], \"rows\": [{\"0.3918\": \"0.6\", \"support\": 16, \"avg_response\": 11.3562875}, {\"0.3918\": \"0.2979\", \"support\": 12, \"avg_response\": 24.716066666666666}, {\"0.3918\": \"0.4\", \"support\": 12, \"avg_response\": 15.376600000000002}, {\"0.3918\": \"0.4116\", \"support\": 12, \"avg_response\": 14.7661}, {\"0.3918\": \"0.2175\", \"support\": 11, \"avg_response\": 30.524381818181816}, {\"0.3918\": \"0.193\", \"support\": 11, \"avg_response\": 29.04470909090909}, {\"0.3918\": \"0.2214\", \"support\": 11, \"avg_response\": 23.640518181818184}, {\"0.3918\": \"0.2408\", \"support\": 11, \"avg_response\": 21.788745454545452}, {\"0.3918\": \"0.5\", \"support\": 11, \"avg_response\": 13.038227272727273}, {\"0.3918\": \"0.6154\", \"support\": 11, \"avg_response\": 9.025254545454546}, {\"0.3918\": \"0.1777\", \"support\": 10, \"avg_response\": 37.21595}, {\"0.3918\": \"0.1876\", \"support\": 10, \"avg_response\": 34.46787}, {\"0.3918\": \"0.1599\", \"support\": 10, \"avg_response\": 33.94175}, {\"0.3918\": \"0.2457\", \"support\": 10, \"avg_response\": 29.390230000000003}, {\"0.3918\": \"0.1854\", \"support\": 10, \"avg_response\": 28.84667}, {\"0.3918\": \"0.1951\", \"support\": 10, \"avg_response\": 28.699959999999997}, {\"0.3918\": \"0.2802\", \"support\": 10, \"avg_response\": 27.73039}, {\"0.3918\": \"0.2313\", \"support\": 10, \"avg_response\": 27.253480000000003}, {\"0.3918\": \"0.2598\", \"support\": 10, \"avg_response\": 24.935200000000002}, {\"0.3918\": \"0.2876\", \"support\": 10, \"avg_response\": 24.28745}, {\"0.3918\": \"0.2627\", \"support\": 10, \"avg_response\": 23.97705}, {\"0.3918\": \"0.2562\", \"support\": 10, \"avg_response\": 22.54881}, {\"0.3918\": \"0.2689\", \"support\": 10, \"avg_response\": 21.8281}, {\"0.3918\": \"0.2857\", \"support\": 10, \"avg_response\": 21.43917}, {\"0.3918\": \"0.312\", \"support\": 10, \"avg_response\": 20.0259}, {\"0.3918\": \"0.3846\", \"support\": 10, \"avg_response\": 19.36698}, {\"0.3918\": \"0.3979\", \"support\": 10, \"avg_response\": 18.36237}, {\"0.3918\": \"0.3108\", \"support\": 10, \"avg_response\": 16.212229999999998}, {\"0.3918\": \"0.4709\", \"support\": 10, \"avg_response\": 14.29907}, {\"0.3918\": \"0.5012\", \"support\": 10, \"avg_response\": 12.76494}, {\"0.3918\": \"0.5714\", \"support\": 10, \"avg_response\": 10.95578}, {\"0.3918\": \"0.6667\", \"support\": 10, \"avg_response\": 9.512550000000001}, {\"0.3918\": \"0.1688\", \"support\": 9, \"avg_response\": 46.101211111111105}, {\"0.3918\": \"0.1805\", \"support\": 9, \"avg_response\": 39.04921111111111}, {\"0.3918\": \"0.1812\", \"support\": 9, \"avg_response\": 36.016422222222225}, {\"0.3918\": \"0.2217\", \"support\": 9, \"avg_response\": 34.485055555555554}, {\"0.3918\": \"0.2087\", \"support\": 9, \"avg_response\": 31.95404444444445}, {\"0.3918\": \"0.2183\", \"support\": 9, \"avg_response\": 29.053477777777776}, {\"0.3918\": \"0.2384\", \"support\": 9, \"avg_response\": 27.646655555555554}, {\"0.3918\": \"0.1969\", \"support\": 9, \"avg_response\": 27.074722222222224}, {\"0.3918\": \"0.262\", \"support\": 9, \"avg_response\": 26.741955555555553}, {\"0.3918\": \"0.2063\", \"support\": 9, \"avg_response\": 26.166}, {\"0.3918\": \"0.1947\", \"support\": 9, \"avg_response\": 25.468333333333334}, {\"0.3918\": \"0.2649\", \"support\": 9, \"avg_response\": 25.1585}, {\"0.3918\": \"0.2213\", \"support\": 9, \"avg_response\": 24.404366666666665}, {\"0.3918\": \"0.2896\", \"support\": 9, \"avg_response\": 24.267733333333332}, {\"0.3918\": \"0.279\", \"support\": 9, \"avg_response\": 24.03703333333333}, {\"0.3918\": \"0.2685\", \"support\": 9, \"avg_response\": 23.316822222222225}, {\"0.3918\": \"0.212\", \"support\": 9, \"avg_response\": 22.979055555555554}, {\"0.3918\": \"0.2665\", \"support\": 9, \"avg_response\": 22.91507777777778}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.91}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6d23fe11fb8cf16b4c127f0aaf65751598b8205 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.605789+00:00", + "ended_at": "2026-05-04T09:41:38.632005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_a2c1cdc30470dda5", + "problem_id": "v2p_n11_607d8d48d901e1d3", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=0.3918.", + "bindings": { + "key_col": "0.3918", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_a2c1cdc30470dda5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_a2c1cdc30470dda5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9ac2d17e5b18a9bc82e743c1cd1e779d7e0b2f7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7251, "bytes_utf8": 7251, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 738, "bytes_utf8": 738, "lines": 1, "estimated_tokens": 222}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 330}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 7955, "bytes_utf8": 7955, "lines": 232, "estimated_tokens": 2561}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 832, "bytes_utf8": 832, "lines": 1, "estimated_tokens": 258}, "usage": {"input_tokens": 22652, "cached_input_tokens": 21888, "output_tokens": 501}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0766e3b2c4884567a88b5e88e1cadac0ade9bebb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aba6237aedfe66e0", + "api_calls": 0, + "input_tokens": 45088, + "cached_input_tokens": 43776, + "output_tokens": 831, + "total_tokens": 45919, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4906, + "estimated_output_tokens": 480, + "estimated_total_tokens": 5386, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33367.26, + "sql_execution_elapsed_ms_total": 97.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_aba6237aedfe66e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac338c40f5226e1993aa052a1ab92189b8c61aab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:28.378538+00:00", + "ended_at": "2026-05-04T09:29:43.128465+00:00", + "elapsed_ms": 14749.83, + "prompt_metrics": { + "chars": 7251, + "bytes_utf8": 7251, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1129, + "bytes_utf8": 1129, + "lines": 4, + "estimated_tokens": 370 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 738, + "bytes_utf8": 738, + "lines": 1, + "estimated_tokens": 222 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 330 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc7ba106e878ab3304704f79f704142eccd29d04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:29:43.153846+00:00", + "ended_at": "2026-05-04T09:30:01.771087+00:00", + "elapsed_ms": 18617.43, + "prompt_metrics": { + "chars": 7955, + "bytes_utf8": 7955, + "lines": 232, + "estimated_tokens": 2561 + }, + "stdout_metrics": { + "chars": 1238, + "bytes_utf8": 1238, + "lines": 4, + "estimated_tokens": 414 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 1, + "estimated_tokens": 258 + }, + "usage": { + "input_tokens": 22652, + "cached_input_tokens": 21888, + "output_tokens": 501 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0aab59855093fe52d17b6a87707ab01576c28d3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..af5b5c353f91eb5e53de083f1f639eb754c60fc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eac74eba38f498c588c73f50eaac4b219cbdba8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-3ae1-7ff1-a8a2-1d85d6b70290"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"81.8828\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per group via window functions and casts the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":330}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed4dd88583b4c25b89e3973116ae34968f148487 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 95th percentile per group via window functions and casts the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbdb78800e34eb9960bb5ef837a9140d2efdcddb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-7471-73f1-bb5b-05bc8dbcae3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"81.8828\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\nEND\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE expression using CAST to compute the 95th-percentile row position per group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22652,"cached_input_tokens":21888,"output_tokens":501}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..734ebc17d9a635d33b6671dbaf3a1b57b7573ca9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\nEND\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with an equivalent CASE expression using CAST to compute the 95th-percentile row position per group."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d8b2815281269046c7f651dad3cde40ac4c4bac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:28.609658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:31.084699Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:29:42.515708Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b19fc7ab8927bc87dbf2d36a494da37d550edbbc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:29:43.350806Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:29:45.696710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:00.859291Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8364d4fbca732bff3f3c1a2b45886ba58f662817 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "percentile_measure": 346.0835}, {"g": "g", "percentile_measure": 312.003}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..502a042c5cc89a23a05d8b1391cb05e01bb6b7ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_aba6237aedfe66e0 +-- problem_id: v2p_n11_23845a78209230fd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("81.8828" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "81.8828" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96c787a377c27c9e3e7877345c695f56511255f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"81.8828\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"81.8828\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"81.8828\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CASE\n WHEN (0.95 * \"cnt\") = CAST(0.95 * \"cnt\" AS INTEGER) THEN CAST(0.95 * \"cnt\" AS INTEGER)\n ELSE CAST(0.95 * \"cnt\" AS INTEGER) + 1\nEND\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"81.8828\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"81.8828\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"81.8828\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CASE\\n WHEN (0.95 * \\\"cnt\\\") = CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.95 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.95 * \\\"cnt\\\" AS INTEGER) + 1\\nEND\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 346.0835}, {\"g\": \"g\", \"percentile_measure\": 312.003}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 97.68}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bb1871819efc4ce66f6be7140399a816d5fcc01e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:29:28.372950+00:00", + "ended_at": "2026-05-04T09:30:01.902557+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_aba6237aedfe66e0", + "problem_id": "v2p_n11_23845a78209230fd", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_aba6237aedfe66e0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_aba6237aedfe66e0", + "api_calls": 0, + "input_tokens": 45088, + "cached_input_tokens": 43776, + "output_tokens": 831, + "total_tokens": 45919, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4906, + "estimated_output_tokens": 480, + "estimated_total_tokens": 5386, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33367.26, + "sql_execution_elapsed_ms_total": 97.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_aba6237aedfe66e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8aa0eab6fb80749b3194f26caf48d283f41c9573 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_aba6237aedfe66e0/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:29:43.150726+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14749.83, "started_at": "2026-05-04T09:29:28.378538+00:00", "ended_at": "2026-05-04T09:29:43.128465+00:00", "prompt_metrics": {"chars": 7251, "bytes_utf8": 7251, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 738, "bytes_utf8": 738, "lines": 1, "estimated_tokens": 222}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 330}, "stderr_preview": "2026-05-04T09:29:28.609658Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:29:31.084699Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..913af9658af16acac724a10512e930da709f5779 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24c-6645-7752-bbd4-a80a5766014a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, top_k=17. Used CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":21888,"output_tokens":247}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..541174e581d0274280e84aef0efc632883d9e522 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"g\", measure_col=\"-8.2027\", predicate_col=\"0.1982\", predicate_op=\">=\", predicate_value=0.28525, top_k=17. Used CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f6fd57821385303d1a8795227584d18527aa77e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:23:06.494204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:23:08.794850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:23:18.538564Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f60cd32289761b0e51d50014257fee6459692202 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "g", "total_measure": 202.06699999999998}, {"g": "h", "total_measure": 185.05630000000002}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bed90fe63ea37bc00d7989ee58b3fd458a8af84d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_acf2de417cfbe4ca +-- problem_id: v2p_n11_0c9df927f0c12bba +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de872b234972943a0c32208db94f6c100dc18cc3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"-8.2027\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"0.1982\" AS REAL) >= 0.28525\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"-8.2027\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"0.1982\\\" AS REAL) >= 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 202.06699999999998}, {\"g\": \"h\", \"total_measure\": 185.05630000000002}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ca697c831cdfcf61bf362c79cdf9e6531f92c26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:23:06.260020+00:00", + "ended_at": "2026-05-04T09:23:19.236789+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_acf2de417cfbe4ca", + "problem_id": "v2p_n11_0c9df927f0c12bba", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "predicate_col": "0.1982", + "predicate_op": ">=", + "predicate_value": 0.28525, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_acf2de417cfbe4ca.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_acf2de417cfbe4ca", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 247, + "total_tokens": 22727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2543, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12927.02, + "sql_execution_elapsed_ms_total": 13.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_acf2de417cfbe4ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54f9c0faa46b1798bea25d129938fd62ef5f3c53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:23:19.214958+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12927.02, "started_at": "2026-05-04T09:23:06.266144+00:00", "ended_at": "2026-05-04T09:23:19.193182+00:00", "prompt_metrics": {"chars": 7351, "bytes_utf8": 7351, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22480, "cached_input_tokens": 21888, "output_tokens": 247}, "stderr_preview": "2026-05-04T09:23:06.494204Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:23:08.794850Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.28525\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"-8.2027\\\", predicate_col=\\\"0.1982\\\", predicate_op=\\\">=\\\", predicate_value=0.28525, top_k=17. Used CAST(... AS REAL) because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5295e444356b343dca8fcfefdefd2c2ba48d8f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_acf2de417cfbe4ca/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_acf2de417cfbe4ca", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 21888, + "output_tokens": 247, + "total_tokens": 22727, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2543, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12927.02, + "sql_execution_elapsed_ms_total": 13.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_acf2de417cfbe4ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..13514c45fff92d14451148147833ca36a4bc15a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "g", "support": 12331, "support_share": 0.6483516483516484, "cumulative_support": 12331}, {"value_label": "h", "support": 6688, "support_share": 0.3516483516483517, "cumulative_support": 19019}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a213a34c01aef6c99587960405801a5b672b8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n11_ae188ce730c9e33b +-- problem_id: v2p_n11_4c5e4906d1f4fba4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d43eb48f4db2c0cc95c82c63750af0dd8302420 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n11_ae188ce730c9e33b\n-- problem_id: v2p_n11_4c5e4906d1f4fba4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"g\" AS value_label, COUNT(*) AS support\n FROM \"n11\"\n GROUP BY \"g\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n11_ae188ce730c9e33b\\n-- problem_id: v2p_n11_4c5e4906d1f4fba4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"g\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"g\", \"support\": 12331, \"support_share\": 0.6483516483516484, \"cumulative_support\": 12331}, {\"value_label\": \"h\", \"support\": 6688, \"support_share\": 0.3516483516483517, \"cumulative_support\": 19019}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.32}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da7e8fe10fab4606eac9f6c54d664cdf97369e17 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.257416+00:00", + "ended_at": "2026-05-04T09:41:38.270873+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ae188ce730c9e33b", + "problem_id": "v2p_n11_4c5e4906d1f4fba4", + "dataset_id": "n11", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=g.", + "bindings": { + "group_col": "g" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ae188ce730c9e33b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ae188ce730c9e33b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09c437832ed44f8cb76f2c65c0593c2be2c9a5d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 907, "bytes_utf8": 907, "lines": 1, "estimated_tokens": 284}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 411}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8106, "bytes_utf8": 8106, "lines": 232, "estimated_tokens": 2618}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1001, "bytes_utf8": 1001, "lines": 1, "estimated_tokens": 316}, "usage": {"input_tokens": 22709, "cached_input_tokens": 21888, "output_tokens": 442}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..45e44a8a9be2d5348f50b18bf3f8ada5c947934f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_af2407f474f56a65", + "api_calls": 0, + "input_tokens": 45145, + "cached_input_tokens": 43776, + "output_tokens": 853, + "total_tokens": 45998, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4963, + "estimated_output_tokens": 600, + "estimated_total_tokens": 5563, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33833.53, + "sql_execution_elapsed_ms_total": 91.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_af2407f474f56a65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9511782edade0aea8c4b3ae5f2f41d5ff00be88a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:31:56.475116+00:00", + "ended_at": "2026-05-04T09:32:13.728674+00:00", + "elapsed_ms": 17253.46, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1345, + "bytes_utf8": 1345, + "lines": 4, + "estimated_tokens": 458 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 907, + "bytes_utf8": 907, + "lines": 1, + "estimated_tokens": 284 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 411 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8630be3f41a212e916d7ba602b3ce0cd4c1c9f43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:32:13.756161+00:00", + "ended_at": "2026-05-04T09:32:30.334828+00:00", + "elapsed_ms": 16580.07, + "prompt_metrics": { + "chars": 8106, + "bytes_utf8": 8106, + "lines": 232, + "estimated_tokens": 2618 + }, + "stdout_metrics": { + "chars": 1454, + "bytes_utf8": 1454, + "lines": 4, + "estimated_tokens": 501 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1001, + "bytes_utf8": 1001, + "lines": 1, + "estimated_tokens": 316 + }, + "usage": { + "input_tokens": 22709, + "cached_input_tokens": 21888, + "output_tokens": 442 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20849ac1306787c687ee99957ffb8f6887b4947b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..15bae49978b3c2a4f14113ba26e681a8c7ebb351 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"2.6449\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0650452560e92ce4cf3fab0660835c4bb075037 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-7d74-7f43-8f81-1c06eef632ea"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used a SQLite-compatible nearest-rank 90th percentile per group because SQLite does not support PERCENTILE_CONT. Casted \\\"2.6449\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":411}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b548741e011b555f580e340014e4878bd8798737 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"2.6449\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used a SQLite-compatible nearest-rank 90th percentile per group because SQLite does not support PERCENTILE_CONT. Casted \"2.6449\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..786afc6e460bcb0d1719715621ed8eaa0cc625ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-c0e4-7b83-93a7-dbe9e1dfec0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE-based ceiling expression while preserving the grouped 90th-percentile point logic for \\\"g\\\" over \\\"2.6449\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22709,"cached_input_tokens":21888,"output_tokens":442}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b7e76b26d62ac26bbf635486380971d0c38d0e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"2.6449\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with an equivalent CASE-based ceiling expression while preserving the grouped 90th-percentile point logic for \"g\" over \"2.6449\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9870cbe426660d612de6d500547edb31e033268 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:56.717154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:59.083121Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:13.321618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f1b04f00d4d84ca0895fdc4fe76dc36892726703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:14.007353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:16.390777Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:32:29.496948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a840cac94d57191100414a2bd7f4303aa4ee3b82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "h", "percentile_measure": 3.549}, {"g": "g", "percentile_measure": 3.4303}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..830eb29e6739e74b6becd91911b46e1fcef3cf39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_af2407f474f56a65 +-- problem_id: v2p_n11_b01b74bba934a63e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "2.6449" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc0602f5a23138b1c635bb245c1fe9c84270298d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"2.6449\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 3.549}, {\"g\": \"g\", \"percentile_measure\": 3.4303}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 91.73}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8c08b39243d2b6972bb1f65d47101150f02cfd3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:31:56.470508+00:00", + "ended_at": "2026-05-04T09:32:30.461903+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_af2407f474f56a65", + "problem_id": "v2p_n11_b01b74bba934a63e", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_af2407f474f56a65.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_af2407f474f56a65", + "api_calls": 0, + "input_tokens": 45145, + "cached_input_tokens": 43776, + "output_tokens": 853, + "total_tokens": 45998, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4963, + "estimated_output_tokens": 600, + "estimated_total_tokens": 5563, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33833.53, + "sql_execution_elapsed_ms_total": 91.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_af2407f474f56a65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df40e36caf60a124b0b4f5cc62b6ca85fd051480 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:32:13.752647+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17253.46, "started_at": "2026-05-04T09:31:56.475116+00:00", "ended_at": "2026-05-04T09:32:13.728674+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 907, "bytes_utf8": 907, "lines": 1, "estimated_tokens": 284}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 411}, "stderr_preview": "2026-05-04T09:31:56.717154Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:59.083121Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE-based ceiling expression while preserving the grouped 90th-percentile point logic for \\\"g\\\" over \\\"2.6449\\\".\""} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e338485cc47299556a4504cf9238952c115b9347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_af2407f474f56a65/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_af2407f474f56a65", + "api_calls": 0, + "input_tokens": 45145, + "cached_input_tokens": 43776, + "output_tokens": 853, + "total_tokens": 45998, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4963, + "estimated_output_tokens": 600, + "estimated_total_tokens": 5563, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33833.53, + "sql_execution_elapsed_ms_total": 91.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_af2407f474f56a65\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fc8e70a1c66e01c82ef0621117b2657bbb9c863 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 233, "estimated_tokens": 2415}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2082, "bytes_utf8": 2082, "lines": 1, "estimated_tokens": 707}, "usage": {"input_tokens": 22506, "cached_input_tokens": 21888, "output_tokens": 849}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9492, "bytes_utf8": 9492, "lines": 237, "estimated_tokens": 3084}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1741, "bytes_utf8": 1741, "lines": 1, "estimated_tokens": 588}, "usage": {"input_tokens": 23175, "cached_input_tokens": 21888, "output_tokens": 1110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3efcae4f4ae1223c1b6522577f4d1b213cda700d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b2a39ade710472a9", + "api_calls": 0, + "input_tokens": 45681, + "cached_input_tokens": 43776, + "output_tokens": 1959, + "total_tokens": 47640, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5499, + "estimated_output_tokens": 1295, + "estimated_total_tokens": 6794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 58254.71, + "sql_execution_elapsed_ms_total": 52.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b2a39ade710472a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48dc71406f9e388ec4d927ca33fe176048501651 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:22.050407+00:00", + "ended_at": "2026-05-04T09:08:49.239310+00:00", + "elapsed_ms": 27188.47, + "prompt_metrics": { + "chars": 7550, + "bytes_utf8": 7550, + "lines": 233, + "estimated_tokens": 2415 + }, + "stdout_metrics": { + "chars": 2735, + "bytes_utf8": 2735, + "lines": 4, + "estimated_tokens": 1021 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2082, + "bytes_utf8": 2082, + "lines": 1, + "estimated_tokens": 707 + }, + "usage": { + "input_tokens": 22506, + "cached_input_tokens": 21888, + "output_tokens": 849 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2ceebf2222fa262efdb3cf9113557570c5744752 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:08:59.332702+00:00", + "ended_at": "2026-05-04T09:09:30.399549+00:00", + "elapsed_ms": 31066.24, + "prompt_metrics": { + "chars": 9492, + "bytes_utf8": 9492, + "lines": 237, + "estimated_tokens": 3084 + }, + "stdout_metrics": { + "chars": 2283, + "bytes_utf8": 2283, + "lines": 4, + "estimated_tokens": 832 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1741, + "bytes_utf8": 1741, + "lines": 1, + "estimated_tokens": 588 + }, + "usage": { + "input_tokens": 23175, + "cached_input_tokens": 21888, + "output_tokens": 1110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2df6c6135fc19d8db0f02be6b488987d18213bdf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,233 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f39773de622ec92b4c8cc986e72537a6de56fb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,237 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lo_rn\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE WHEN (((\"cnt\" - 1) * 0.95) + 1.0) > CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS \"hi_rn\"\n FROM \"ranked\"\n), \"agg\" AS (\n SELECT\n \"group_col\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_val\" END) AS \"hi_val\",\n MAX(\"pos\") AS \"pos\"\n FROM (\n SELECT p.\"group_col\", r.\"measure_val\", r.\"rn\", p.\"lo_rn\", p.\"hi_rn\", p.\"pos\"\n FROM \"picked\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n )\n GROUP BY \"group_col\"\n)\nSELECT\n b.\"g\",\n CASE\n WHEN a.\"group_col\" IS NULL THEN NULL\n WHEN a.\"lo_val\" IS NULL THEN NULL\n WHEN a.\"lo_val\" = a.\"hi_val\" OR a.\"pos\" = CAST(a.\"pos\" AS INTEGER) THEN a.\"lo_val\"\n ELSE a.\"lo_val\" + (a.\"pos\" - CAST(a.\"pos\" AS INTEGER)) * (a.\"hi_val\" - a.\"lo_val\")\n END AS \"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") b\nLEFT JOIN \"agg\" a\n ON b.\"g\" = a.\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "interrupted", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d0b922236425c2e6c0329216a7673e908f5422a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-f49f-70a0-bbeb-826fa5e240fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"22.011\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"group_col\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"group_col\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n), \\\"picked\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_val\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE WHEN (((\\\"cnt\\\" - 1) * 0.95) + 1.0) > CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n), \\\"agg\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_val\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_val\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"pos\\\") AS \\\"pos\\\"\\n FROM (\\n SELECT p.\\\"group_col\\\", r.\\\"measure_val\\\", r.\\\"rn\\\", p.\\\"lo_rn\\\", p.\\\"hi_rn\\\", p.\\\"pos\\\"\\n FROM \\\"picked\\\" p\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"group_col\\\" = p.\\\"group_col\\\"\\n )\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n b.\\\"g\\\",\\n CASE\\n WHEN a.\\\"group_col\\\" IS NULL THEN NULL\\n WHEN a.\\\"lo_val\\\" IS NULL THEN NULL\\n WHEN a.\\\"lo_val\\\" = a.\\\"hi_val\\\" OR a.\\\"pos\\\" = CAST(a.\\\"pos\\\" AS INTEGER) THEN a.\\\"lo_val\\\"\\n ELSE a.\\\"lo_val\\\" + (a.\\\"pos\\\" - CAST(a.\\\"pos\\\" AS INTEGER)) * (a.\\\"hi_val\\\" - a.\\\"lo_val\\\")\\n END AS \\\"conditional_percentile\\\"\\nFROM (SELECT DISTINCT \\\"g\\\" FROM \\\"n11\\\") b\\nLEFT JOIN \\\"agg\\\" a\\n ON b.\\\"g\\\" = a.\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite window-function interpolation for the 0.95 quantile. Cast \\\"22.011\\\" from TEXT to REAL, and preserved the template roles: group_col=\\\"g\\\", measure_col=\\\"22.011\\\", condition_col=\\\"g\\\", condition_value='g'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22506,"cached_input_tokens":21888,"output_tokens":849}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f41e855fb54cff99b901673725d797c23dd99872 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lo_rn\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE WHEN (((\"cnt\" - 1) * 0.95) + 1.0) > CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS \"hi_rn\"\n FROM \"ranked\"\n), \"agg\" AS (\n SELECT\n \"group_col\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_val\" END) AS \"hi_val\",\n MAX(\"pos\") AS \"pos\"\n FROM (\n SELECT p.\"group_col\", r.\"measure_val\", r.\"rn\", p.\"lo_rn\", p.\"hi_rn\", p.\"pos\"\n FROM \"picked\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n )\n GROUP BY \"group_col\"\n)\nSELECT\n b.\"g\",\n CASE\n WHEN a.\"group_col\" IS NULL THEN NULL\n WHEN a.\"lo_val\" IS NULL THEN NULL\n WHEN a.\"lo_val\" = a.\"hi_val\" OR a.\"pos\" = CAST(a.\"pos\" AS INTEGER) THEN a.\"lo_val\"\n ELSE a.\"lo_val\" + (a.\"pos\" - CAST(a.\"pos\" AS INTEGER)) * (a.\"hi_val\" - a.\"lo_val\")\n END AS \"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") b\nLEFT JOIN \"agg\" a\n ON b.\"g\" = a.\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite window-function interpolation for the 0.95 quantile. Cast \"22.011\" from TEXT to REAL, and preserved the template roles: group_col=\"g\", measure_col=\"22.011\", condition_col=\"g\", condition_value='g'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e250b5ee6a0bfd1576853edb1d0e3b7535cae99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23f-79fc-7243-b994-a860016eaa30"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER () AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE\\n WHEN ((\\\"cnt\\\" - 1) * 0.95) + 1.0 > CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n LIMIT 1\\n),\\n\\\"percentile_calc\\\" AS (\\n SELECT\\n CASE\\n WHEN b.\\\"pos\\\" = CAST(b.\\\"pos\\\" AS INTEGER) THEN MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END) +\\n (b.\\\"pos\\\" - CAST(b.\\\"pos\\\" AS INTEGER)) *\\n (\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"measure_val\\\" END) -\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"bounds\\\" b\\n CROSS JOIN \\\"ranked\\\" r\\n)\\nSELECT\\n g.\\\"g\\\",\\n CASE WHEN g.\\\"g\\\" = 'g' THEN p.\\\"conditional_percentile\\\" ELSE NULL END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" g\\nLEFT JOIN \\\"percentile_calc\\\" p ON g.\\\"g\\\" = 'g'\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible percentile interpolation using window functions, and avoided the prior self-join pattern that could cause interruption.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23175,"cached_input_tokens":21888,"output_tokens":1110}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..765cd7adda249c36c245d067889ad57c7b431c9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n CAST(\"22.011\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"22.011\" AS REAL)) AS \"rn\",\n COUNT(*) OVER () AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n),\n\"bounds\" AS (\n SELECT\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lo_rn\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE\n WHEN ((\"cnt\" - 1) * 0.95) + 1.0 > CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_rn\"\n FROM \"ranked\"\n LIMIT 1\n),\n\"percentile_calc\" AS (\n SELECT\n CASE\n WHEN b.\"pos\" = CAST(b.\"pos\" AS INTEGER) THEN MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"measure_val\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"measure_val\" END) +\n (b.\"pos\" - CAST(b.\"pos\" AS INTEGER)) *\n (\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"measure_val\" END) -\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"measure_val\" END)\n )\n END AS \"conditional_percentile\"\n FROM \"bounds\" b\n CROSS JOIN \"ranked\" r\n)\nSELECT\n g.\"g\",\n CASE WHEN g.\"g\" = 'g' THEN p.\"conditional_percentile\" ELSE NULL END AS \"conditional_percentile\"\nFROM \"groups\" g\nLEFT JOIN \"percentile_calc\" p ON g.\"g\" = 'g'\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible percentile interpolation using window functions, and avoided the prior self-join pattern that could cause interruption."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5384774d99629ce5f8cf48298ba6f38c6c7720d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:25.493050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:08:27.983465Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:08:48.444071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7a66f78310e5ea2a791b2e51399185d222aa218 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:08:59.566312Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:09:01.951495Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:09:29.475814Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c6de358425b867a4e4e1b467e9d06384a981414 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 77.5989}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d62878d918e424250a0c92fdc9ff10043cb5a2c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/generated_sql.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_b2a39ade710472a9 +-- problem_id: v2p_n11_ecc41bf25fb549b5 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'g' + AND "22.011" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "group_col", + "measure_val", + "cnt", + (("cnt" - 1) * 0.95) + 1.0 AS "pos", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) AS "lo_rn", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + CASE WHEN ((("cnt" - 1) * 0.95) + 1.0) > CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS "hi_rn" + FROM "ranked" +), "agg" AS ( + SELECT + "group_col", + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_val" END) AS "lo_val", + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_val" END) AS "hi_val", + MAX("pos") AS "pos" + FROM ( + SELECT p."group_col", r."measure_val", r."rn", p."lo_rn", p."hi_rn", p."pos" + FROM "picked" p + JOIN "ranked" r + ON r."group_col" = p."group_col" + ) + GROUP BY "group_col" +) +SELECT + b."g", + CASE + WHEN a."group_col" IS NULL THEN NULL + WHEN a."lo_val" IS NULL THEN NULL + WHEN a."lo_val" = a."hi_val" OR a."pos" = CAST(a."pos" AS INTEGER) THEN a."lo_val" + ELSE a."lo_val" + (a."pos" - CAST(a."pos" AS INTEGER)) * (a."hi_val" - a."lo_val") + END AS "conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") b +LEFT JOIN "agg" a + ON b."g" = a."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44817ce0cd2224e8f1a036891812fa0ac5bab988 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"ranked\" AS (\n SELECT\n CAST(\"22.011\" AS REAL) AS \"measure_val\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"22.011\" AS REAL)) AS \"rn\",\n COUNT(*) OVER () AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n),\n\"bounds\" AS (\n SELECT\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lo_rn\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE\n WHEN ((\"cnt\" - 1) * 0.95) + 1.0 > CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1\n ELSE 0\n END AS \"hi_rn\"\n FROM \"ranked\"\n LIMIT 1\n),\n\"percentile_calc\" AS (\n SELECT\n CASE\n WHEN b.\"pos\" = CAST(b.\"pos\" AS INTEGER) THEN MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"measure_val\" END)\n ELSE\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"measure_val\" END) +\n (b.\"pos\" - CAST(b.\"pos\" AS INTEGER)) *\n (\n MAX(CASE WHEN r.\"rn\" = b.\"hi_rn\" THEN r.\"measure_val\" END) -\n MAX(CASE WHEN r.\"rn\" = b.\"lo_rn\" THEN r.\"measure_val\" END)\n )\n END AS \"conditional_percentile\"\n FROM \"bounds\" b\n CROSS JOIN \"ranked\" r\n)\nSELECT\n g.\"g\",\n CASE WHEN g.\"g\" = 'g' THEN p.\"conditional_percentile\" ELSE NULL END AS \"conditional_percentile\"\nFROM \"groups\" g\nLEFT JOIN \"percentile_calc\" p ON g.\"g\" = 'g'\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_val\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"22.011\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER () AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE\\n WHEN ((\\\"cnt\\\" - 1) * 0.95) + 1.0 > CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n LIMIT 1\\n),\\n\\\"percentile_calc\\\" AS (\\n SELECT\\n CASE\\n WHEN b.\\\"pos\\\" = CAST(b.\\\"pos\\\" AS INTEGER) THEN MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END) +\\n (b.\\\"pos\\\" - CAST(b.\\\"pos\\\" AS INTEGER)) *\\n (\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"hi_rn\\\" THEN r.\\\"measure_val\\\" END) -\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END)\\n )\\n END AS \\\"conditional_percentile\\\"\\n FROM \\\"bounds\\\" b\\n CROSS JOIN \\\"ranked\\\" r\\n)\\nSELECT\\n g.\\\"g\\\",\\n CASE WHEN g.\\\"g\\\" = 'g' THEN p.\\\"conditional_percentile\\\" ELSE NULL END AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" g\\nLEFT JOIN \\\"percentile_calc\\\" p ON g.\\\"g\\\" = 'g'\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 77.5989}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4ef1559133604188892b119658838ad82f3bd296 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:08:22.046946+00:00", + "ended_at": "2026-05-04T09:09:30.484620+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b2a39ade710472a9", + "problem_id": "v2p_n11_ecc41bf25fb549b5", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_b2a39ade710472a9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b2a39ade710472a9", + "api_calls": 0, + "input_tokens": 45681, + "cached_input_tokens": 43776, + "output_tokens": 1959, + "total_tokens": 47640, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5499, + "estimated_output_tokens": 1295, + "estimated_total_tokens": 6794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 58254.71, + "sql_execution_elapsed_ms_total": 52.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b2a39ade710472a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..56a0a0fc2cec7d9f84babad3999c54abfec6a00b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:08:49.258760+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 27188.47, "started_at": "2026-05-04T09:08:22.050407+00:00", "ended_at": "2026-05-04T09:08:49.239310+00:00", "prompt_metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 233, "estimated_tokens": 2415}, "response_metrics": {"chars": 2082, "bytes_utf8": 2082, "lines": 1, "estimated_tokens": 707}, "usage": {"input_tokens": 22506, "cached_input_tokens": 21888, "output_tokens": 849}, "stderr_preview": "2026-05-04T09:08:25.493050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:08:27.983465Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n), \\\"agg\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_val\\\" END) AS \\\"lo_val\\\",\\n MAX"} +{"timestamp": "2026-05-04T09:08:59.329458+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"22.011\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"22.011\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"group_col\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"group_col\") AS \"cnt\"\n FROM \"filtered\"\n), \"picked\" AS (\n SELECT\n \"group_col\",\n \"measure_val\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lo_rn\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + CASE WHEN (((\"cnt\" - 1) * 0.95) + 1.0) > CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS \"hi_rn\"\n FROM \"ranked\"\n), \"agg\" AS (\n SELECT\n \"group_col\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_val\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_val\" END) AS \"hi_val\",\n MAX(\"pos\") AS \"pos\"\n FROM (\n SELECT p.\"group_col\", r.\"measure_val\", r.\"rn\", p.\"lo_rn\", p.\"hi_rn\", p.\"pos\"\n FROM \"picked\" p\n JOIN \"ranked\" r\n ON r.\"group_col\" = p.\"group_col\"\n )\n GROUP BY \"group_col\"\n)\nSELECT\n b.\"g\",\n CASE\n WHEN a.\"group_col\" IS NULL THEN NULL\n WHEN a.\"lo_val\" IS NULL THEN NULL\n WHEN a.\"lo_val\" = a.\"hi_val\" OR a.\"pos\" = CAST(a.\"pos\" AS INTEGER) THEN a.\"lo_val\"\n ELSE a.\"lo_val\" + (a.\"pos\" - CAST(a.\"pos\" AS INTEGER)) * (a.\"hi_val\" - a.\"lo_val\")\n END AS \"conditional_percentile\"\nFROM (SELECT DISTINCT \"g\" FROM \"n11\") b\nLEFT JOIN \"agg\" a\n ON b.\"g\" = a.\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "error": "interrupted"} +{"timestamp": "2026-05-04T09:09:30.424492+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 31066.24, "started_at": "2026-05-04T09:08:59.332702+00:00", "ended_at": "2026-05-04T09:09:30.399549+00:00", "prompt_metrics": {"chars": 9492, "bytes_utf8": 9492, "lines": 237, "estimated_tokens": 3084}, "response_metrics": {"chars": 1741, "bytes_utf8": 1741, "lines": 1, "estimated_tokens": 588}, "usage": {"input_tokens": 23175, "cached_input_tokens": 21888, "output_tokens": 1110}, "stderr_preview": "2026-05-04T09:08:59.566312Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:09:01.951495Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"hi_rn\\\"\\n FROM \\\"ranked\\\"\\n LIMIT 1\\n),\\n\\\"percentile_calc\\\" AS (\\n SELECT\\n CASE\\n WHEN b.\\\"pos\\\" = CAST(b.\\\"pos\\\" AS INTEGER) THEN MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END)\\n ELSE\\n MAX(CASE WHEN r.\\\"rn\\\" = b.\\\"lo_rn\\\" THEN r.\\\"measure_val\\\" END) +\\n "} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dbcda9cf4de7677391409723f56d167f641ac6e0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b2a39ade710472a9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b2a39ade710472a9", + "api_calls": 0, + "input_tokens": 45681, + "cached_input_tokens": 43776, + "output_tokens": 1959, + "total_tokens": 47640, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5499, + "estimated_output_tokens": 1295, + "estimated_total_tokens": 6794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 58254.71, + "sql_execution_elapsed_ms_total": 52.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b2a39ade710472a9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6cb627ccd6ed01fb4d9fcbc0a886c02cc25d935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d58a612bb60fa6eb97562eec82a993128100f07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b414270f73a8e5e1", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 22655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2481, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12407.78, + "sql_execution_elapsed_ms_total": 10.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b414270f73a8e5e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aec7801d62a7ef84339ec86d1d6701efe3ed62dd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:10.612847+00:00", + "ended_at": "2026-05-04T09:03:23.019614+00:00", + "elapsed_ms": 12407.78, + "prompt_metrics": { + "chars": 7302, + "bytes_utf8": 7302, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 4, + "estimated_tokens": 228 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 491, + "bytes_utf8": 491, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4631f1810898c714b41d3e91d72865938f736d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e85d9b9e753acd00cefb01375003a57472ba529f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-27b6-7b40-a96a-7e5305d2394c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\". Because the grouping column and condition column are the same, this measures the within-class rate of rows where g='h', which yields a trivial dependency check across target labels.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":203}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b0111cfb98a894b6b65fcdb5f3add8c44dfcb82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\". Because the grouping column and condition column are the same, this measures the within-class rate of rows where g='h', which yields a trivial dependency check across target labels."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a98a6f53d3e950a9e5eb2f031a3c5e242c11fec1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:10.847554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:03:13.290552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:03:22.392614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a67869fcfd054288941fcf813ddbe5d7e1e7f87e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_b414270f73a8e5e1 +-- problem_id: v2p_n11_e9282d1341083d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b670e773de41859e02ed458ffe3d924f5d1e1784 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6da7b0a88ae6f81f1e724e0f8ce152e66f29788 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:03:10.609004+00:00", + "ended_at": "2026-05-04T09:03:23.062632+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b414270f73a8e5e1", + "problem_id": "v2p_n11_e9282d1341083d57", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_b414270f73a8e5e1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b414270f73a8e5e1", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 22655, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2481, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12407.78, + "sql_execution_elapsed_ms_total": 10.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b414270f73a8e5e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..760d1b43cd366541e3e018e4fb410f14cec7ca5b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b414270f73a8e5e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:03:23.041667+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12407.78, "started_at": "2026-05-04T09:03:10.612847+00:00", "ended_at": "2026-05-04T09:03:23.019614+00:00", "prompt_metrics": {"chars": 7302, "bytes_utf8": 7302, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 203}, "stderr_preview": "2026-05-04T09:03:10.847554Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:03:13.290552Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73a0c73e0404a205f6c4fbbc9e0fc2f63b307f82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-4241-7e23-8e17-c3c5813fdd9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", and predicate_col=\\\"16.0021\\\". Applied CAST to REAL because these fields are stored as TEXT in SQLite schema.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22481,"cached_input_tokens":21888,"output_tokens":238}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8524c4b64aef172aa9fbb62a10bc915d2f1f51e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the required template with group_col=\"g\", measure_col=\"0.1982\", and predicate_col=\"16.0021\". Applied CAST to REAL because these fields are stored as TEXT in SQLite schema."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbf041dc46d681dffdb20d5d591481bcf8e1a2f7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:51.764630Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:54.134865Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:03.512393Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c11fa38feb56d5560d8ca2e5ba4b05c793be0dfa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "h", "total_measure": 270.5883}, {"g": "g", "total_measure": 242.113}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f69ca1926e8b8d7095798c939b3965e6a74dc77b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_b420aa537adfe161 +-- problem_id: v2p_n11_92aee99f44ee6fff +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2352f1f8d3fb6828d1a9e96e1086f732e14851ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.1982\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"16.0021\" AS REAL) >= 24.73995\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.1982\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"16.0021\\\" AS REAL) >= 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 270.5883}, {\"g\": \"g\", \"total_measure\": 242.113}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f429f061a691abda639b52b0ac748f24872cb3c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:21:51.557884+00:00", + "ended_at": "2026-05-04T09:22:04.433685+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b420aa537adfe161", + "problem_id": "v2p_n11_92aee99f44ee6fff", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "predicate_col": "16.0021", + "predicate_op": ">=", + "predicate_value": 24.73995, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_b420aa537adfe161.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b420aa537adfe161", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 22719, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2515, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12833.05, + "sql_execution_elapsed_ms_total": 11.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b420aa537adfe161\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd69c1c89d722280338c7f7f8a59d73b254d855a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:04.413657+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12833.05, "started_at": "2026-05-04T09:21:51.561300+00:00", "ended_at": "2026-05-04T09:22:04.394782+00:00", "prompt_metrics": {"chars": 7350, "bytes_utf8": 7350, "lines": 232, "estimated_tokens": 2392}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22481, "cached_input_tokens": 21888, "output_tokens": 238}, "stderr_preview": "2026-05-04T09:21:51.764630Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:54.134865Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 24.73995\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"0.1982\\\", and predicate_col=\\\"16.0021\\\". Applied CAST to REAL because these fields are stored as TEXT in SQLite schema.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a40357795e6b2430957f7fbdee6df5a7ec0aed14 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b420aa537adfe161/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_b420aa537adfe161", + "api_calls": 0, + "input_tokens": 22481, + "cached_input_tokens": 21888, + "output_tokens": 238, + "total_tokens": 22719, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2392, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2515, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12833.05, + "sql_execution_elapsed_ms_total": 11.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_b420aa537adfe161\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87ab0467ff1be63463a8b3ad1377e59b0f8bacf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_b4dadbc0fec9a07e +-- problem_id: v2p_n11_ce147b93d4139822 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3901e065748e1dad45ef7dd518196e6365263f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_b4dadbc0fec9a07e\n-- problem_id: v2p_n11_ce147b93d4139822\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"28.7967\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_b4dadbc0fec9a07e\\n-- problem_id: v2p_n11_ce147b93d4139822\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"28.7967\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9c88376548df531c58582d0e7998b4a37788ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.362289+00:00", + "ended_at": "2026-05-04T09:41:38.392175+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_b4dadbc0fec9a07e", + "problem_id": "v2p_n11_ce147b93d4139822", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=28.7967.", + "bindings": { + "key_col": "28.7967", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_b4dadbc0fec9a07e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_b4dadbc0fec9a07e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b5399fa3c0a50d73896e2dc8159c47c8d46b1e27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7152, "bytes_utf8": 7152, "lines": 228, "estimated_tokens": 2316}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a28aa0b7052fbafa1857742174bc0a5ee174c65d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ba914557ae9f0bda", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 22627, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12121.91, + "sql_execution_elapsed_ms_total": 58.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ba914557ae9f0bda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e9a007b3d3d3e40e2201df0fa9adb56aa8787604 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:05.344579+00:00", + "ended_at": "2026-05-04T09:06:17.466203+00:00", + "elapsed_ms": 12121.91, + "prompt_metrics": { + "chars": 7152, + "bytes_utf8": 7152, + "lines": 228, + "estimated_tokens": 2316 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 434, + "bytes_utf8": 434, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b269cba6bcc0eff44d8ab1c2e88dbdb3e63ed2fd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cd5c457aab49d4e9e441c3c691b2f98428fba87 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-d24e-7eb0-ae8b-48de74d46f86"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"g\\\" and measure_col bound to \\\"22.011\\\". Cast \\\"22.011\\\" to REAL because the schema stores it as TEXT and AVG should operate numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22407,"cached_input_tokens":21888,"output_tokens":220}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64c2e53830a39528014eed44b6dda04d564e1f60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"g\" and measure_col bound to \"22.011\". Cast \"22.011\" to REAL because the schema stores it as TEXT and AVG should operate numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f96c797ce2ad25e4a603bf4db7ffc53fc32386b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:05.592450Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:07.863425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:16.721333Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5470c7f542f5095dade6000c12acf8d7da09d935 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "avg_measure": 17.809071891979563}, {"g": "h", "avg_measure": -2.8482975627990434}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e85c18f37ac1de3be31e0cc89fd49714d88e60fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_ba914557ae9f0bda +-- problem_id: v2p_n11_0b862e4108efb1e6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2eac7f6533180d176b59e60eeb275f94417a60f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"22.011\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"22.011\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 17.809071891979563}, {\"g\": \"h\", \"avg_measure\": -2.8482975627990434}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1510d7b187c545bb23a14f2bb6212706be6206f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:06:05.340277+00:00", + "ended_at": "2026-05-04T09:06:17.561194+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ba914557ae9f0bda", + "problem_id": "v2p_n11_0b862e4108efb1e6", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ba914557ae9f0bda.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ba914557ae9f0bda", + "api_calls": 0, + "input_tokens": 22407, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 22627, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2316, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12121.91, + "sql_execution_elapsed_ms_total": 58.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ba914557ae9f0bda\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4910038a6871a4178b8dd92438ab1ea42f6986d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ba914557ae9f0bda/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:17.493545+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12121.91, "started_at": "2026-05-04T09:06:05.344579+00:00", "ended_at": "2026-05-04T09:06:17.466203+00:00", "prompt_metrics": {"chars": 7152, "bytes_utf8": 7152, "lines": 228, "estimated_tokens": 2316}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22407, "cached_input_tokens": 21888, "output_tokens": 220}, "stderr_preview": "2026-05-04T09:06:05.592450Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:07.863425Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5023e8095b24c9c37442cb7fa256e9530ba2a494 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25a-48d1-7921-b70e-dfc414ad8ccc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"27.7004\\\" AS REAL)) > 24.06035\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":178}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..089aea565a05639a399fe89b5e9479effc1d3f50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"27.7004\" AS REAL)) > 24.06035\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided template with group_col=\"g\" and measure_col=\"27.7004\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d27da681970be967778fbc46a0835839422de2f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:38:16.456621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:38:19.039600Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:38:29.892561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dd94adfc50a5bd0e7db7081b16201847c680721 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "g", "total_measure": 39886.705}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c20dc38c35aa7e5ad160d5acaa877fb0b5465d7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_be80e6e3adf31e77 +-- problem_id: v2p_n11_0c4b1b87c6156135 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("27.7004" AS REAL)) > 24.06035 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..865da9423422c129c1c161cd7e7a83b7717d28aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"27.7004\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"27.7004\" AS REAL)) > 24.06035\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"27.7004\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"27.7004\\\" AS REAL)) > 24.06035\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 39886.705}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.83}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84a98f91666d1155d74f64fd5b1b7be3dd57aae8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:38:16.238142+00:00", + "ended_at": "2026-05-04T09:38:30.640069+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_be80e6e3adf31e77", + "problem_id": "v2p_n11_0c4b1b87c6156135", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_be80e6e3adf31e77.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_be80e6e3adf31e77", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22618, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2471, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14352.48, + "sql_execution_elapsed_ms_total": 14.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_be80e6e3adf31e77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5df17a16ccd035f9865acbb5efb19a0747363e4e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:38:30.614986+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14352.48, "started_at": "2026-05-04T09:38:16.243058+00:00", "ended_at": "2026-05-04T09:38:30.592722+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 178}, "stderr_preview": "2026-05-04T09:38:16.456621Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:38:19.039600Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 24.06035\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided template with group_col=\\\"g\\\" and measure_col=\\\"27.7004\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9c4a86bd863f6b772a86205aa10fe9731980099 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_be80e6e3adf31e77/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_be80e6e3adf31e77", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 178, + "total_tokens": 22618, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2471, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14352.48, + "sql_execution_elapsed_ms_total": 14.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_be80e6e3adf31e77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..326dd92dd90882a77f38278337e0ea5a6429de48 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7156, "bytes_utf8": 7156, "lines": 228, "estimated_tokens": 2318}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fed9d5baafae1b3f6ca7c82252580b21591ea7ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c075c03678dfb086", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22558, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11180.99, + "sql_execution_elapsed_ms_total": 59.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_c075c03678dfb086\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f76c47ab7ba914b8e95b6a7763c2fa3629678e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:07:23.472536+00:00", + "ended_at": "2026-05-04T09:07:34.653898+00:00", + "elapsed_ms": 11180.99, + "prompt_metrics": { + "chars": 7156, + "bytes_utf8": 7156, + "lines": 228, + "estimated_tokens": 2318 + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3dce9b0693124776b37f65b3ee188c845c460b4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aec59e6a12009106c72b339627a344b6a38af5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-0359-7210-8285-fae2640d2704"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". CAST to REAL was added because the schema stores the measure column as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":19840,"output_tokens":149}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdaf3c981754654ed7eb38363818145ed08c1544 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"81.8828\". CAST to REAL was added because the schema stores the measure column as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e74e6ddda0c4b368893fd74a49d4fa02c7b2ac1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:23.655477Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:26.015998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:34.038884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06d71b21c7c89bae3225f0aa9a9567e056377db0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8651c0048f4f45b24c176ab22fa1146f37bb80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_c075c03678dfb086 +-- problem_id: v2p_n11_7fcf35da4ea5803b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5389396e3c395bf4d10ad52c9ea8818cf72c9f64 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 59.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a8f6df2954c83697c420de18591b4badfba7207 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:07:23.467790+00:00", + "ended_at": "2026-05-04T09:07:34.740551+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c075c03678dfb086", + "problem_id": "v2p_n11_7fcf35da4ea5803b", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 221.784256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_c075c03678dfb086.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c075c03678dfb086", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 149, + "total_tokens": 22558, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11180.99, + "sql_execution_elapsed_ms_total": 59.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_c075c03678dfb086\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..042bcdef73a1f73cee3ff922c5a766c245ca467a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c075c03678dfb086/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:34.671632+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11180.99, "started_at": "2026-05-04T09:07:23.472536+00:00", "ended_at": "2026-05-04T09:07:34.653898+00:00", "prompt_metrics": {"chars": 7156, "bytes_utf8": 7156, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 149}, "stderr_preview": "2026-05-04T09:07:23.655477Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:26.015998Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..21a55cded0de9cc8b2ff0540e3f538f93c7e2044 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d09e64889d7e6e5c7846ff5e6bfae004d821bad1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-0fd3-7901-a901-ae5d433f84b4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per group on CAST(\\\"28.7967\\\" AS REAL), grouped by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":447}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2253db5fc366b5c62f9ff43144206be0d7493c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation per group on CAST(\"28.7967\" AS REAL), grouped by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b70c7655b277b910d6900e29a63357d223fe74bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df253-5241-7493-a0d3-362e5575627b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 0.9 nearest-rank percentile: ceil(0.9 * cnt) = ((9 * cnt) + 9) / 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22652,"cached_input_tokens":21888,"output_tokens":442}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..65c5b9460f88145a4c0a2689025c175457b35776 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-safe integer arithmetic for the 0.9 nearest-rank percentile: ceil(0.9 * cnt) = ((9 * cnt) + 9) / 10."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff625fd04eb31bfacfbc67ccb14b09ac70d75260 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:23.142804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:25.403347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:39.077495Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e6c3c47cf8d44f4f2e07d799a9dcf684a721a9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:40.203932Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:42.544870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:56.744578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cabaf6b2b61ad78e2df7fb6e210209ed0bcdc8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "percentile_measure": 158.031}, {"g": "g", "percentile_measure": 84.4865}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2570b8192609929c28703d16d7a030af858df34d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/generated_sql.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_c419c06dbd3f6f62 +-- problem_id: v2p_n11_faf33fa8dbaed0db +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("28.7967" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "28.7967" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c6ae7d1a9c715cdd856747200be19e7fbf9ea89e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 158.031}, {\"g\": \"g\", \"percentile_measure\": 84.4865}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 80.65}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1ba6b78dbc97a3b1f5426080d0574d630ecc0c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:30:22.927091+00:00", + "ended_at": "2026-05-04T09:30:57.958623+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c419c06dbd3f6f62", + "problem_id": "v2p_n11_faf33fa8dbaed0db", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_c419c06dbd3f6f62.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c419c06dbd3f6f62", + "api_calls": 0, + "input_tokens": 45088, + "cached_input_tokens": 43776, + "output_tokens": 889, + "total_tokens": 45977, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4906, + "estimated_output_tokens": 462, + "estimated_total_tokens": 5368, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34891.29, + "sql_execution_elapsed_ms_total": 80.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_c419c06dbd3f6f62\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0fe49d8d45d281da6f6ee278ee83fa11705eae2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c419c06dbd3f6f62/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:30:39.909738+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16957.88, "started_at": "2026-05-04T09:30:22.932665+00:00", "ended_at": "2026-05-04T09:30:39.887378+00:00", "prompt_metrics": {"chars": 7248, "bytes_utf8": 7248, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 733, "bytes_utf8": 733, "lines": 1, "estimated_tokens": 228}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 447}, "stderr_preview": "2026-05-04T09:30:23.142804Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:25.403347Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e948d9d9acd0d1d2c5a8071a9a0fe9088dcc9dd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-3f6b-70f1-960e-abc389fbd2bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"-8.2027\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"-8.2027\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"-8.2027\\\" and num_tiles=10. CAST to REAL was added because the schema stores columns as TEXT, and numeric ordering is needed for tail slicing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":251}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b4b9d486c533008daa67a18d10c0ad268012534 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"-8.2027\",\n NTILE(10) OVER (ORDER BY CAST(\"-8.2027\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"-8.2027\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"-8.2027\" AS REAL) DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"-8.2027\" and num_tiles=10. CAST to REAL was added because the schema stores columns as TEXT, and numeric ordering is needed for tail slicing."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30eee68fde2d53cae1e100417312e21f20df3f9d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:32:46.385472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:32:48.675547Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:00.054210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..97ae7c76cdd3242da7eb3db1af3b952faea18449 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027. +Result preview: [{"-8.2027": "179.851"}, {"-8.2027": "170.692"}, {"-8.2027": "163.2697"}, {"-8.2027": "154.865"}, {"-8.2027": "143.8753"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37b60904734fadb92d5314e9984af0031739d054 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_c539f9f5dc170ab3 +-- problem_id: v2p_n11_213ab2cbdb83dd30 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "-8.2027", + NTILE(10) OVER (ORDER BY CAST("-8.2027" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "-8.2027" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("-8.2027" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd5c4a2490d50c29b8d995bf411b188dfafc0914 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"-8.2027\",\n NTILE(10) OVER (ORDER BY CAST(\"-8.2027\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"-8.2027\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"-8.2027\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"-8.2027\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"-8.2027\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"-8.2027\\\" AS REAL) DESC;\", \"columns\": [\"-8.2027\"], \"rows\": [{\"-8.2027\": \"179.851\"}, {\"-8.2027\": \"170.692\"}, {\"-8.2027\": \"163.2697\"}, {\"-8.2027\": \"154.865\"}, {\"-8.2027\": \"143.8753\"}, {\"-8.2027\": \"139.2361\"}, {\"-8.2027\": \"132.589\"}, {\"-8.2027\": \"132.388\"}, {\"-8.2027\": \"131.5547\"}, {\"-8.2027\": \"130.8545\"}, {\"-8.2027\": \"130.494\"}, {\"-8.2027\": \"127.685\"}, {\"-8.2027\": \"127.381\"}, {\"-8.2027\": \"125.8172\"}, {\"-8.2027\": \"125.381\"}, {\"-8.2027\": \"125.301\"}, {\"-8.2027\": \"125.1524\"}, {\"-8.2027\": \"124.621\"}, {\"-8.2027\": \"124.0856\"}, {\"-8.2027\": \"122.4618\"}, {\"-8.2027\": \"122.2904\"}, {\"-8.2027\": \"121.8642\"}, {\"-8.2027\": \"121.181\"}, {\"-8.2027\": \"120.567\"}, {\"-8.2027\": \"120.53\"}, {\"-8.2027\": \"120.3763\"}, {\"-8.2027\": \"119.928\"}, {\"-8.2027\": \"117.371\"}, {\"-8.2027\": \"117.31\"}, {\"-8.2027\": \"116.7052\"}, {\"-8.2027\": \"116.5691\"}, {\"-8.2027\": \"114.7321\"}, {\"-8.2027\": \"113.4518\"}, {\"-8.2027\": \"111.997\"}, {\"-8.2027\": \"111.926\"}, {\"-8.2027\": \"111.7821\"}, {\"-8.2027\": \"110.421\"}, {\"-8.2027\": \"110.0008\"}, {\"-8.2027\": \"108.551\"}, {\"-8.2027\": \"106.1555\"}, {\"-8.2027\": \"106.034\"}, {\"-8.2027\": \"105.774\"}, {\"-8.2027\": \"105.178\"}, {\"-8.2027\": \"104.9312\"}, {\"-8.2027\": \"104.781\"}, {\"-8.2027\": \"104.738\"}, {\"-8.2027\": \"104.2935\"}, {\"-8.2027\": \"104.014\"}, {\"-8.2027\": \"103.814\"}, {\"-8.2027\": \"103.3178\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 55.09}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7e54cd3acc3d906ea971bfc24c9cd35a20ecbc91 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:32:46.163641+00:00", + "ended_at": "2026-05-04T09:33:00.909153+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c539f9f5dc170ab3", + "problem_id": "v2p_n11_213ab2cbdb83dd30", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=-8.2027.", + "bindings": { + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_c539f9f5dc170ab3.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c539f9f5dc170ab3", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 251, + "total_tokens": 22705, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 152, + "estimated_total_tokens": 2515, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14655.14, + "sql_execution_elapsed_ms_total": 55.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_c539f9f5dc170ab3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47def757df9c1b134374d011607d46a2330ba396 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c539f9f5dc170ab3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:00.844484+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14655.14, "started_at": "2026-05-04T09:32:46.170604+00:00", "ended_at": "2026-05-04T09:33:00.812251+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 152}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 251}, "stderr_preview": "2026-05-04T09:32:46.385472Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:32:48.675547Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..32029e4491c20fff9fccf16005d6c399f92d9651 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23b-16de-7b91-983a-004b621ef3c7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using positive_value='g' and negative_value='h'. NULLIF prevents division by zero for groups without 'h' rows.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":19840,"output_tokens":205}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19f51a392edc9a511fa99b87e273d8e7ff1133ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"g\" and condition_col=\"g\", using positive_value='g' and negative_value='h'. NULLIF prevents division by zero for groups without 'h' rows."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..25d290cddcb689a0533eafc317c1f6ce18505937 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:04:12.057691Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:14.522780Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:23.724817Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eaa34e90a771bde42f6661ecd5a0305c767b43fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_c8724712647a9ef4 +-- problem_id: v2p_n11_40f4cd905f22d005 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c2b7a465f26cc3063f8267abc9938b2d5c61c5e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.78}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6af55dfe003edf1acfec83cd21055fc682f67f51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:04:11.829063+00:00", + "ended_at": "2026-05-04T09:04:24.616027+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_c8724712647a9ef4", + "problem_id": "v2p_n11_40f4cd905f22d005", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_c8724712647a9ef4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_c8724712647a9ef4", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 22805, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2685, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12738.44, + "sql_execution_elapsed_ms_total": 11.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_c8724712647a9ef4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43ddaace3a54248ba2506ab42dadcbe0f00dc186 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_c8724712647a9ef4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:24.596945+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12738.44, "started_at": "2026-05-04T09:04:11.832760+00:00", "ended_at": "2026-05-04T09:04:24.570948+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 654, "bytes_utf8": 654, "lines": 1, "estimated_tokens": 176}, "usage": {"input_tokens": 22600, "cached_input_tokens": 19840, "output_tokens": 205}, "stderr_preview": "2026-05-04T09:04:12.057691Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:14.522780Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fb1fad00c03519c3b12c96cc8a047937c30482e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-4792-7480-88a2-29b11e7ff1d4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * \\\"cnt\\\") + 0.999999999999) AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile per group by selecting the value at CEIL(0.9 * group_size). The measure column is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22434,"cached_input_tokens":21888,"output_tokens":374}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab7b00bc8f6942d20478ab88c424058e1d9448e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"22.011\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * \"cnt\") + 0.999999999999) AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 90th percentile per group by selecting the value at CEIL(0.9 * group_size). The measure column is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfbebcc8b769bff28881c706fc6f6a859550735 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:20.825141Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:27:23.250226Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:37.228945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99ef5fe8a9e10b79f8e812a2cba7547850fc979d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "h", "percentile_measure": 72.3215}, {"g": "g", "percentile_measure": 65.2176}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1801022a690490a7e94e1d94b3b411895804e58e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_cc68457d1c8490c1 +-- problem_id: v2p_n11_af6b3424fa10f231 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "22.011" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(((0.9 * "cnt") + 0.999999999999) AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81b6b541e0fa9f1245318b801ff53d999bb6a87a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"22.011\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * \"cnt\") + 0.999999999999) AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * \\\"cnt\\\") + 0.999999999999) AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 72.3215}, {\"g\": \"g\", \"percentile_measure\": 65.2176}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 79.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b069d7fc4e09b745d911e5078c912e8d245e9275 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:27:20.565457+00:00", + "ended_at": "2026-05-04T09:27:38.164563+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_cc68457d1c8490c1", + "problem_id": "v2p_n11_af6b3424fa10f231", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 24.862676, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_cc68457d1c8490c1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cc68457d1c8490c1", + "api_calls": 0, + "input_tokens": 22434, + "cached_input_tokens": 21888, + "output_tokens": 374, + "total_tokens": 22808, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2343, + "estimated_output_tokens": 287, + "estimated_total_tokens": 2630, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17487.04, + "sql_execution_elapsed_ms_total": 79.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_cc68457d1c8490c1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6880971e63030b1a8b76f09990cbda1c0e625edb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cc68457d1c8490c1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:38.075965+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17487.04, "started_at": "2026-05-04T09:27:20.569466+00:00", "ended_at": "2026-05-04T09:27:38.056766+00:00", "prompt_metrics": {"chars": 7246, "bytes_utf8": 7246, "lines": 228, "estimated_tokens": 2343}, "response_metrics": {"chars": 943, "bytes_utf8": 943, "lines": 1, "estimated_tokens": 287}, "usage": {"input_tokens": 22434, "cached_input_tokens": 21888, "output_tokens": 374}, "stderr_preview": "2026-05-04T09:27:20.825141Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:27:23.250226Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8187e43d3bcd6affa1255240bffdd65a87342571 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df257-1af1-7be3-95d8-9e79fdacb594"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"28.7967\\\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\",\"notes\":\"Used the required Threshold Rarity CDF template with measure_col bound to \\\"28.7967\\\" and threshold fixed at 70.12685. CAST to REAL ensures numeric comparison because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22388,"cached_input_tokens":21888,"output_tokens":147}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71de0bdb54e152dbe49376e874e3694585ee75b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"28.7967\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";","notes":"Used the required Threshold Rarity CDF template with measure_col bound to \"28.7967\" and threshold fixed at 70.12685. CAST to REAL ensures numeric comparison because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0260107e6b56a384446cb0c2d9f46e3d8a0ee2ae --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:34:48.127198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:34:50.434349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:34:58.323418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3290e64fc97f597c9753de0cd71a27619bbacec2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967. +Result preview: [{"empirical_cdf_at_threshold": 0.7499868552500132}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa946ac2c15de66ec10a64fe1325171392cca8ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_ccd486aeaf0455d4 +-- problem_id: v2p_n11_3013d5482de2c353 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("28.7967" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7c7e7a5776b661ed716ced643ddb417042a5d34 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"28.7967\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n11\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"28.7967\\\" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n11\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7499868552500132}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.46}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..496bb50998b6e522023eca435f7d51569ccb9eba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:34:47.887140+00:00", + "ended_at": "2026-05-04T09:34:58.887841+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ccd486aeaf0455d4", + "problem_id": "v2p_n11_3013d5482de2c353", + "dataset_id": "n11", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=28.7967.", + "bindings": { + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ccd486aeaf0455d4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ccd486aeaf0455d4", + "api_calls": 0, + "input_tokens": 22388, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 22535, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2299, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2403, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10958.67, + "sql_execution_elapsed_ms_total": 8.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ccd486aeaf0455d4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9217d3be42648c341994b08d296f0adf3d7e0a72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ccd486aeaf0455d4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:34:58.871073+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10958.67, "started_at": "2026-05-04T09:34:47.891338+00:00", "ended_at": "2026-05-04T09:34:58.845308+00:00", "prompt_metrics": {"chars": 7019, "bytes_utf8": 7019, "lines": 226, "estimated_tokens": 2299}, "response_metrics": {"chars": 386, "bytes_utf8": 386, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22388, "cached_input_tokens": 21888, "output_tokens": 147}, "stderr_preview": "2026-05-04T09:34:48.127198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:34:50.434349Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe488ab58c30009df80661f59133b31bb3bedaf1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-d5c3-7df3-8a12-ae2808708696"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"81.8828\\\". Cast the measure from TEXT to REAL so SQLite computes a numeric average correctly.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4c9f3f3f30abc2a3d3501b56a837dd6bb81498a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"81.8828\". Cast the measure from TEXT to REAL so SQLite computes a numeric average correctly."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92e5dc0fea214890f9b2a7afa6aaa18a68447bd9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:12.000977Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:14.413614Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:22.556690Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e75b82af34fa02c369998a00d5802a63f20eb6b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828. +Result preview: [{"g": "h", "avg_measure": 200.4345174043062}, {"g": "g", "avg_measure": 190.2384987592247}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cb6a894f4443305419196c658466396fd0b77c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_cce6e3bdb57eee7b +-- problem_id: v2p_n11_235fcc85e8cb3c09 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73c533a70a67bb5ce0582754ea15c9033e751bf2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"81.8828\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"81.8828\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 200.4345174043062}, {\"g\": \"g\", \"avg_measure\": 190.2384987592247}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 58.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc93b29cae41b5fec4adf78297efcefe71fccde8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:07:11.762749+00:00", + "ended_at": "2026-05-04T09:07:23.464955+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_cce6e3bdb57eee7b", + "problem_id": "v2p_n11_235fcc85e8cb3c09", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=81.8828.", + "bindings": { + "group_col": "g", + "measure_col": "81.8828", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_cce6e3bdb57eee7b.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_cce6e3bdb57eee7b", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22561, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2416, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11611.64, + "sql_execution_elapsed_ms_total": 58.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_cce6e3bdb57eee7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cccc448d51e45ed2f406bc83950a0ea8b081da24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_cce6e3bdb57eee7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:23.397680+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11611.64, "started_at": "2026-05-04T09:07:11.766665+00:00", "ended_at": "2026-05-04T09:07:23.367423+00:00", "prompt_metrics": {"chars": 7150, "bytes_utf8": 7150, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T09:07:12.000977Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:14.413614Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5fe7519c2f7ff671fd9f31f402343e37d2e728c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df252-bde2-7032-83fc-ba6e86b23e66"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile structure with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile approximation via window functions. The measure column is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":688}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5831387a2f85efac960ba4629d15611e82af63a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"g\",\n \"percentile_measure\",\n \"rn\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile structure with group_col=\"g\" and measure_col=\"28.7967\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile approximation via window functions. The measure column is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed744076e0636457653b89cda15d0b64e0667acc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:30:02.172770Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:30:04.454900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:30:22.032433Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b71f5d739a454cc49b2340874defa737736694f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "percentile_measure": 191.5672}, {"g": "g", "percentile_measure": 95.0375}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..33858aed9a353dccf3edb336b452b9fffc3531c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_d06316c26ccccf7a +-- problem_id: v2p_n11_6034148097cd0822 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "g", + CAST("28.7967" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "28.7967" IS NOT NULL +), +"ranked" AS ( + SELECT + "g", + "percentile_measure", + "rn", + CAST((0.95 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ordered" +) +SELECT + "g", + "percentile_measure" +FROM "ranked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f8641546b2da4b4fb9d4e01c66cb3ff97d5a3bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"g\",\n CAST(\"28.7967\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"28.7967\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"28.7967\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"g\",\n \"percentile_measure\",\n \"rn\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"28.7967\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"28.7967\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"28.7967\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\",\\n \\\"rn\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 191.5672}, {\"g\": \"g\", \"percentile_measure\": 95.0375}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 88.3}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4402b13cb04f149adeb78bfef12a5502144a1c97 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:30:01.905889+00:00", + "ended_at": "2026-05-04T09:30:22.924382+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d06316c26ccccf7a", + "problem_id": "v2p_n11_6034148097cd0822", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d06316c26ccccf7a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d06316c26ccccf7a", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 688, + "total_tokens": 23124, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 296, + "estimated_total_tokens": 2641, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20891.83, + "sql_execution_elapsed_ms_total": 88.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d06316c26ccccf7a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a8ad8e4f985917d29f4301d9c2df975129de7e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d06316c26ccccf7a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:30:22.827690+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20891.83, "started_at": "2026-05-04T09:30:01.913063+00:00", "ended_at": "2026-05-04T09:30:22.805016+00:00", "prompt_metrics": {"chars": 7247, "bytes_utf8": 7247, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 999, "bytes_utf8": 999, "lines": 1, "estimated_tokens": 296}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 688}, "stderr_preview": "2026-05-04T09:30:02.172770Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:30:04.454900Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..60a70ead9b3b065807428be890d52980a505acda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-e925-7533-a4f0-d4aeaf1e1a06"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"all_groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"all_groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation via window functions. Because group_col and condition_col are both \\\"g\\\" with condition_value='h', only the 'h' group will have a non-NULL conditional percentile; other groups remain in the output with NULL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22509,"cached_input_tokens":19840,"output_tokens":881}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d987e9b7778a036aa4ba7b81987ea0c43568b264 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"2.6449\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"all_groups\".\"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"all_groups\"\nLEFT JOIN \"percentiles\"\n ON \"all_groups\".\"g\" = \"percentiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation via window functions. Because group_col and condition_col are both \"g\" with condition_value='h', only the 'h' group will have a non-NULL conditional percentile; other groups remain in the output with NULL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07984f48b0bb73917892f89d9497e4286e2a5942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:50.192311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:52.665150Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:13.772399Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..624ed1358a5be7dbf0504fbed952283966912b3e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g. +Result preview: [{"g": "h", "conditional_percentile": 3.549}, {"g": "g", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5471f762eaf04ea1865bf3877e29bdd0fc063fe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_d0ae7f85f860fab0 +-- problem_id: v2p_n11_3be5e0a935122542 +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g" AS "group_col", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'h' + AND "2.6449" IS NOT NULL +), +"percentiles" AS ( + SELECT + "group_col", + "measure_value" AS "conditional_percentile" + FROM "filtered" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "all_groups"."g", + "percentiles"."conditional_percentile" +FROM "all_groups" +LEFT JOIN "percentiles" + ON "all_groups"."g" = "percentiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..244ec3d80602ee60e0f8a57e29fc65c9d0ff1230 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"all_groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'h'\n AND \"2.6449\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n \"measure_value\" AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"all_groups\".\"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"all_groups\"\nLEFT JOIN \"percentiles\"\n ON \"all_groups\".\"g\" = \"percentiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"all_groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'h'\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"all_groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"all_groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"all_groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"h\", \"conditional_percentile\": 3.549}, {\"g\": \"g\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.72}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3681ab7fff067bf639a8d8b52b58842e33e9e426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:13:49.940208+00:00", + "ended_at": "2026-05-04T09:14:14.664793+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d0ae7f85f860fab0", + "problem_id": "v2p_n11_3be5e0a935122542", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.9462, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d0ae7f85f860fab0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d0ae7f85f860fab0", + "api_calls": 0, + "input_tokens": 22509, + "cached_input_tokens": 19840, + "output_tokens": 881, + "total_tokens": 23390, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2418, + "estimated_output_tokens": 359, + "estimated_total_tokens": 2777, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24652.89, + "sql_execution_elapsed_ms_total": 36.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d0ae7f85f860fab0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d1e8f43f0c14a45c6235053bcb8691fe9c9556b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d0ae7f85f860fab0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:14.618410+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24652.89, "started_at": "2026-05-04T09:13:49.944160+00:00", "ended_at": "2026-05-04T09:14:14.597157+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2418}, "response_metrics": {"chars": 1226, "bytes_utf8": 1226, "lines": 1, "estimated_tokens": 359}, "usage": {"input_tokens": 22509, "cached_input_tokens": 19840, "output_tokens": 881}, "stderr_preview": "2026-05-04T09:13:50.192311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:52.665150Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9812ba5bd0003283f8dbe1433e79a20f28c287c8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df250-d9c1-7a92-95ab-b163eba3ab61"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n),\\n\\\"thresholds\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the planned percentile template to SQLite by using a nearest-rank 95th percentile over CAST(\\\"-8.2027\\\" AS REAL), since SQLite does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":616}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6922f3f08ebd8ce976ec89cda01f3e66699f6635 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"-8.2027\" IS NOT NULL\n),\n\"thresholds\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INT) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"thresholds\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"g\"\nORDER BY \"percentile_measure\" DESC;","notes":"Adapted the planned percentile template to SQLite by using a nearest-rank 95th percentile over CAST(\"-8.2027\" AS REAL), since SQLite does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2dbe4eefeb3ccc64e132e0d23f5230916485d04 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:27:58.256761Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:00.604499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:17.916443Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42fb5b658c5b2d9cdce9927fc31209056af2ca7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "percentile_measure": 49.2008}, {"g": "g", "percentile_measure": 19.7623}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38672adabdb040718331d849d0dfb1a76b5945b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_d166ba3cf4422f4d +-- problem_id: v2p_n11_98a21e6eabfe0048 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("-8.2027" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "-8.2027" IS NOT NULL +), +"thresholds" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(0.95 * "cnt" AS INT) + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "g", + MIN("measure_value") AS "percentile_measure" +FROM "thresholds" +WHERE "rn" >= "target_rn" +GROUP BY "g" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44dd890f1eef48cbf5e8eb68f2df46437df99f7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"-8.2027\" IS NOT NULL\n),\n\"thresholds\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INT) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"thresholds\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"g\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"-8.2027\\\" IS NOT NULL\\n),\\n\\\"thresholds\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INT) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 49.2008}, {\"g\": \"g\", \"percentile_measure\": 19.7623}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 87.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2fc28876a5562dbef9d92702e24a8de63d697ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:27:57.985392+00:00", + "ended_at": "2026-05-04T09:28:18.896687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d166ba3cf4422f4d", + "problem_id": "v2p_n11_98a21e6eabfe0048", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d166ba3cf4422f4d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d166ba3cf4422f4d", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 616, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 331, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20778.11, + "sql_execution_elapsed_ms_total": 87.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d166ba3cf4422f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43d4fe8db5f217cbf625d934d91c44ee171b2da1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:18.798871+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20778.11, "started_at": "2026-05-04T09:27:57.990551+00:00", "ended_at": "2026-05-04T09:28:18.768311+00:00", "prompt_metrics": {"chars": 7249, "bytes_utf8": 7249, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 1023, "bytes_utf8": 1023, "lines": 1, "estimated_tokens": 331}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 616}, "stderr_preview": "2026-05-04T09:27:58.256761Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:00.604499Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholds\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the planned percentile template to SQLite by using a nearest-rank 95th percentile over CAST(\\\"-8.2027\\\" AS REAL), since SQLite does not sup"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fecc93611c2373430576c28944b9a31ba73791e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d166ba3cf4422f4d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d166ba3cf4422f4d", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 616, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 331, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20778.11, + "sql_execution_elapsed_ms_total": 87.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d166ba3cf4422f4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4c9681b8049e3e69287cd4fbb8419c57b10e4f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": []} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bac6b62e215f5a098016112a4d027fb5e0dc6e27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d21a2fbf0a6cc932 +-- problem_id: v2p_n11_c8d453cd36d9ae17 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d03f527fe925588f032d7d81bdc64e11113d2dc1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_d21a2fbf0a6cc932\n-- problem_id: v2p_n11_c8d453cd36d9ae17\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"28.7967\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_d21a2fbf0a6cc932\\n-- problem_id: v2p_n11_c8d453cd36d9ae17\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"28.7967\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e13ce161f6d2a1efa534cd1f7698b5e103932d82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.326981+00:00", + "ended_at": "2026-05-04T09:41:38.359281+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d21a2fbf0a6cc932", + "problem_id": "v2p_n11_c8d453cd36d9ae17", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=28.7967.", + "bindings": { + "key_col": "28.7967", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d21a2fbf0a6cc932.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d21a2fbf0a6cc932/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3add4b311d50dfda04cce2dca900c6dcbc5564b7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"0.1982": "0.194", "support": 18, "avg_response": 0.3544611111111111}, {"0.1982": "0.2126", "support": 16, "avg_response": 0.38776875}, {"0.1982": "0.2", "support": 16, "avg_response": 0.36355625}, {"0.1982": "0.1939", "support": 16, "avg_response": 0.34733125}, {"0.1982": "0.2251", "support": 15, "avg_response": 0.39676000000000006}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c550611bb64f5f16cac66b021812a942043368d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d2b36028c3c08897 +-- problem_id: v2p_n11_e14b36cbe598176b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee8b6b2a40767a939a1c487e8cc4ddf4021fb7b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_d2b36028c3c08897\n-- problem_id: v2p_n11_e14b36cbe598176b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"0.1982\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"0.1982\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_d2b36028c3c08897\\n-- problem_id: v2p_n11_e14b36cbe598176b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"0.1982\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"0.1982\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"0.1982\", \"support\", \"avg_response\"], \"rows\": [{\"0.1982\": \"0.194\", \"support\": 18, \"avg_response\": 0.3544611111111111}, {\"0.1982\": \"0.2126\", \"support\": 16, \"avg_response\": 0.38776875}, {\"0.1982\": \"0.2\", \"support\": 16, \"avg_response\": 0.36355625}, {\"0.1982\": \"0.1939\", \"support\": 16, \"avg_response\": 0.34733125}, {\"0.1982\": \"0.2251\", \"support\": 15, \"avg_response\": 0.39676000000000006}, {\"0.1982\": \"0.217\", \"support\": 15, \"avg_response\": 0.39194666666666667}, {\"0.1982\": \"0.1812\", \"support\": 14, \"avg_response\": 0.3474}, {\"0.1982\": \"0.1772\", \"support\": 14, \"avg_response\": 0.3184142857142857}, {\"0.1982\": \"0.1665\", \"support\": 14, \"avg_response\": 0.3147642857142857}, {\"0.1982\": \"0.169\", \"support\": 14, \"avg_response\": 0.3083571428571429}, {\"0.1982\": \"0.1581\", \"support\": 14, \"avg_response\": 0.2978428571428572}, {\"0.1982\": \"0.1568\", \"support\": 14, \"avg_response\": 0.28285714285714286}, {\"0.1982\": \"0.1515\", \"support\": 14, \"avg_response\": 0.2795571428571429}, {\"0.1982\": \"0.1458\", \"support\": 14, \"avg_response\": 0.2653357142857143}, {\"0.1982\": \"0.1504\", \"support\": 14, \"avg_response\": 0.2621428571428571}, {\"0.1982\": \"0.1302\", \"support\": 14, \"avg_response\": 0.24675}, {\"0.1982\": \"0.1245\", \"support\": 14, \"avg_response\": 0.23368571428571427}, {\"0.1982\": \"0.1208\", \"support\": 14, \"avg_response\": 0.2322857142857143}, {\"0.1982\": \"0.1247\", \"support\": 14, \"avg_response\": 0.22805}, {\"0.1982\": \"0.1279\", \"support\": 14, \"avg_response\": 0.22524285714285713}, {\"0.1982\": \"0.0934\", \"support\": 14, \"avg_response\": 0.17295}, {\"0.1982\": \"0.25\", \"support\": 13, \"avg_response\": 0.4480230769230769}, {\"0.1982\": \"0.1922\", \"support\": 13, \"avg_response\": 0.3515153846153846}, {\"0.1982\": \"0.1578\", \"support\": 13, \"avg_response\": 0.2906}, {\"0.1982\": \"0.1576\", \"support\": 13, \"avg_response\": 0.28857692307692306}, {\"0.1982\": \"0.1427\", \"support\": 13, \"avg_response\": 0.26797692307692306}, {\"0.1982\": \"0.1429\", \"support\": 13, \"avg_response\": 0.2678615384615385}, {\"0.1982\": \"0.1404\", \"support\": 13, \"avg_response\": 0.26287692307692306}, {\"0.1982\": \"0.1394\", \"support\": 13, \"avg_response\": 0.2579923076923077}, {\"0.1982\": \"0.1134\", \"support\": 13, \"avg_response\": 0.21300000000000002}, {\"0.1982\": \"0.1121\", \"support\": 13, \"avg_response\": 0.20927692307692308}, {\"0.1982\": \"0.1033\", \"support\": 13, \"avg_response\": 0.18866923076923078}, {\"0.1982\": \"0.2593\", \"support\": 12, \"avg_response\": 0.46725833333333333}, {\"0.1982\": \"0.213\", \"support\": 12, \"avg_response\": 0.37848333333333334}, {\"0.1982\": \"0.1988\", \"support\": 12, \"avg_response\": 0.3599583333333333}, {\"0.1982\": \"0.1898\", \"support\": 12, \"avg_response\": 0.32798333333333335}, {\"0.1982\": \"0.1677\", \"support\": 12, \"avg_response\": 0.31245833333333334}, {\"0.1982\": \"0.1708\", \"support\": 12, \"avg_response\": 0.30517500000000003}, {\"0.1982\": \"0.1643\", \"support\": 12, \"avg_response\": 0.3045666666666667}, {\"0.1982\": \"0.1644\", \"support\": 12, \"avg_response\": 0.299725}, {\"0.1982\": \"0.167\", \"support\": 12, \"avg_response\": 0.2994583333333333}, {\"0.1982\": \"0.1603\", \"support\": 12, \"avg_response\": 0.29478333333333334}, {\"0.1982\": \"0.1593\", \"support\": 12, \"avg_response\": 0.2892166666666667}, {\"0.1982\": \"0.1537\", \"support\": 12, \"avg_response\": 0.28009999999999996}, {\"0.1982\": \"0.1479\", \"support\": 12, \"avg_response\": 0.27744166666666664}, {\"0.1982\": \"0.1412\", \"support\": 12, \"avg_response\": 0.26718333333333333}, {\"0.1982\": \"0.1437\", \"support\": 12, \"avg_response\": 0.26361666666666667}, {\"0.1982\": \"0.1405\", \"support\": 12, \"avg_response\": 0.25959166666666667}, {\"0.1982\": \"0.1337\", \"support\": 12, \"avg_response\": 0.2494833333333333}, {\"0.1982\": \"0.1304\", \"support\": 12, \"avg_response\": 0.2402}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 23.12}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b89fc2c776278aebf89d24b8a4b10c12fe4a69f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.759427+00:00", + "ended_at": "2026-05-04T09:41:38.787425+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d2b36028c3c08897", + "problem_id": "v2p_n11_e14b36cbe598176b", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=0.1982.", + "bindings": { + "key_col": "0.1982", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d2b36028c3c08897.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2b36028c3c08897/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7347ecf22b941797b3168132b065bf8c4d7ec426 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": 2363}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 266}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..883ebb560b9ba90da8db9cd4e58a88dd76ae9a5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d2f23be1c968955c", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 266, + "total_tokens": 22720, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14068.41, + "sql_execution_elapsed_ms_total": 49.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d2f23be1c968955c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..299d05044aa123ad232f641ecbdc57776b16efe5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:45.337749+00:00", + "ended_at": "2026-05-04T09:33:59.404436+00:00", + "elapsed_ms": 14068.41, + "prompt_metrics": { + "chars": 7252, + "bytes_utf8": 7252, + "lines": 226, + "estimated_tokens": 2363 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 496, + "bytes_utf8": 496, + "lines": 1, + "estimated_tokens": 138 + }, + "usage": { + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 266 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acab82ac3cb10fcbe4aee22199c9017574eb0056 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01f9f58b497a97f93991d4d5f706db9aebe35fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df256-268e-7730-80e3-146c84bd7e6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"16.0021\\\". CAST to REAL is applied for correct numeric tail ranking because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":266}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c657ba7209dd753c8ef89bebcc19755a71350c07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"16.0021\",\n NTILE(10) OVER (ORDER BY CAST(\"16.0021\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"16.0021\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"16.0021\" AS REAL) DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"16.0021\". CAST to REAL is applied for correct numeric tail ranking because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cde1c69dff907d523e2741747746ec5d07b5664b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:45.561600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:47.858548Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:58.829594Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..daa6ac5d3cd89f5022a294f81356639b5d21fb2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021. +Result preview: [{"16.0021": "256.382"}, {"16.0021": "228.0385"}, {"16.0021": "220.5144"}, {"16.0021": "201.364"}, {"16.0021": "190.5432"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84a21b80091d4c9709052615c6a434e76435b3cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_d2f23be1c968955c +-- problem_id: v2p_n11_b7e682931a9e13ef +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "16.0021", + NTILE(10) OVER (ORDER BY CAST("16.0021" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "16.0021" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("16.0021" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6ac9dce8b366ec887dcabd0af07c2f8329108ca --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"16.0021\",\n NTILE(10) OVER (ORDER BY CAST(\"16.0021\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"16.0021\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"16.0021\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"16.0021\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"16.0021\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"16.0021\\\" AS REAL) DESC;\", \"columns\": [\"16.0021\"], \"rows\": [{\"16.0021\": \"256.382\"}, {\"16.0021\": \"228.0385\"}, {\"16.0021\": \"220.5144\"}, {\"16.0021\": \"201.364\"}, {\"16.0021\": \"190.5432\"}, {\"16.0021\": \"190.139\"}, {\"16.0021\": \"188.8866\"}, {\"16.0021\": \"186.928\"}, {\"16.0021\": \"179.2924\"}, {\"16.0021\": \"177.782\"}, {\"16.0021\": \"176.335\"}, {\"16.0021\": \"172.926\"}, {\"16.0021\": \"171.9848\"}, {\"16.0021\": \"170.862\"}, {\"16.0021\": \"170.2863\"}, {\"16.0021\": \"169.6876\"}, {\"16.0021\": \"165.886\"}, {\"16.0021\": \"161.845\"}, {\"16.0021\": \"161.099\"}, {\"16.0021\": \"160.8347\"}, {\"16.0021\": \"160.324\"}, {\"16.0021\": \"159.8219\"}, {\"16.0021\": \"159.209\"}, {\"16.0021\": \"158.705\"}, {\"16.0021\": \"157.2832\"}, {\"16.0021\": \"155.194\"}, {\"16.0021\": \"154.4648\"}, {\"16.0021\": \"153.0741\"}, {\"16.0021\": \"151.703\"}, {\"16.0021\": \"149.152\"}, {\"16.0021\": \"148.59\"}, {\"16.0021\": \"148.5661\"}, {\"16.0021\": \"148.141\"}, {\"16.0021\": \"146.529\"}, {\"16.0021\": \"145.9831\"}, {\"16.0021\": \"145.8588\"}, {\"16.0021\": \"145.783\"}, {\"16.0021\": \"145.5639\"}, {\"16.0021\": \"145.3262\"}, {\"16.0021\": \"145.251\"}, {\"16.0021\": \"143.465\"}, {\"16.0021\": \"142.4835\"}, {\"16.0021\": \"142.458\"}, {\"16.0021\": \"140.2\"}, {\"16.0021\": \"139.436\"}, {\"16.0021\": \"138.8445\"}, {\"16.0021\": \"137.2039\"}, {\"16.0021\": \"137.1439\"}, {\"16.0021\": \"136.9041\"}, {\"16.0021\": \"136.723\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 49.64}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..21648925c384d12ac4193198a431ab2cb48f9ef3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:33:45.333284+00:00", + "ended_at": "2026-05-04T09:33:59.493323+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d2f23be1c968955c", + "problem_id": "v2p_n11_b7e682931a9e13ef", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=16.0021.", + "bindings": { + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d2f23be1c968955c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d2f23be1c968955c", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 266, + "total_tokens": 22720, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14068.41, + "sql_execution_elapsed_ms_total": 49.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d2f23be1c968955c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3142fdc0ff3bb4aabda3e418398e95c855fab77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d2f23be1c968955c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:59.428776+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14068.41, "started_at": "2026-05-04T09:33:45.337749+00:00", "ended_at": "2026-05-04T09:33:59.404436+00:00", "prompt_metrics": {"chars": 7252, "bytes_utf8": 7252, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 496, "bytes_utf8": 496, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 266}, "stderr_preview": "2026-05-04T09:33:45.561600Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:47.858548Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af17a21194e2dd4e2bad106ac12f7aabf6de0a7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df238-748c-7c83-a411-1089d4a3ce70"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" on the single table \\\"n11\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":21888,"output_tokens":213}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d4c041920c4666a719587e84aa6e5369c56caeb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\" on the single table \"n11\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22b3356c4c827260720efc54a92973a19a3eb6f4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:01:19.436649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:01:21.984562Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:01:33.038647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c05e4f7378bb96cbd91a38b389b1c564dc8cd2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_d43bc69dab6a9cfa +-- problem_id: v2p_n11_561b949071a50e23 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6aa9316fd472653d31df9bd4860ecfdde799903a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a77de198410f05db60ed1538c547c65b630e441f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:01:19.228689+00:00", + "ended_at": "2026-05-04T09:01:34.143438+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d43bc69dab6a9cfa", + "problem_id": "v2p_n11_561b949071a50e23", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d43bc69dab6a9cfa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d43bc69dab6a9cfa", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 21888, + "output_tokens": 213, + "total_tokens": 22666, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2456, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14875.55, + "sql_execution_elapsed_ms_total": 9.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d43bc69dab6a9cfa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71800eea6f8b3572b4b66d060dc98bf152d74fe7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d43bc69dab6a9cfa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:01:34.125426+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14875.55, "started_at": "2026-05-04T09:01:19.232816+00:00", "ended_at": "2026-05-04T09:01:34.101747+00:00", "prompt_metrics": {"chars": 7304, "bytes_utf8": 7304, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22453, "cached_input_tokens": 21888, "output_tokens": 213}, "stderr_preview": "2026-05-04T09:01:19.436649Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:01:21.984562Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ca2c239d0cb0e3adf54165e712fccfa343d16c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-8909-7e71-a5d0-c2f68b99f3a0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"-8.2027\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\nGROUP BY \\\"group_value\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions. The measure column is CAST to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":783}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71220df8d22fcf5067fb0649877ade31c5c4c0d3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"-8.2027\" IS NOT NULL\n)\nSELECT\n \"group_value\" AS \"g\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999999 AS INTEGER)\nGROUP BY \"group_value\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions. The measure column is CAST to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f597bbf97430554dff3222b5dfdbc272764fc2e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:08.964014Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:11.441948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:31.051065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c40ea7c1284a175b45e1e9f3ce3dae5e1c6ff239 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 15.9637}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7aa8372339129021f0bfb431965728025434c2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_d4a998ac2ddf7f5a +-- problem_id: v2p_n11_28e70937267f1047 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_value", + CAST("-8.2027" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "-8.2027" IS NOT NULL +) +SELECT + "group_value" AS "g", + MIN("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +GROUP BY "group_value" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dacd81c28e3c7af31f08b571c56f97f6d343b1bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"group_value\",\n CAST(\"-8.2027\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"-8.2027\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"-8.2027\" IS NOT NULL\n)\nSELECT\n \"group_value\" AS \"g\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999999 AS INTEGER)\nGROUP BY \"group_value\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_value\\\",\\n CAST(\\\"-8.2027\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"-8.2027\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"-8.2027\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\nGROUP BY \\\"group_value\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 15.9637}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 50.33}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b37147df32e3362f3b99554c997b151a372c914c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:10:08.760324+00:00", + "ended_at": "2026-05-04T09:10:32.092541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d4a998ac2ddf7f5a", + "problem_id": "v2p_n11_28e70937267f1047", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d4a998ac2ddf7f5a.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d4a998ac2ddf7f5a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 783, + "total_tokens": 23291, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 261, + "estimated_total_tokens": 2678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23248.16, + "sql_execution_elapsed_ms_total": 50.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d4a998ac2ddf7f5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4806322be522fc941a23bc88e0bdb6b502d04973 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:32.034176+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23248.16, "started_at": "2026-05-04T09:10:08.764091+00:00", "ended_at": "2026-05-04T09:10:32.012786+00:00", "prompt_metrics": {"chars": 7551, "bytes_utf8": 7551, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 870, "bytes_utf8": 870, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 783}, "stderr_preview": "2026-05-04T09:10:08.964014Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:11.441948Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((\\\"cnt\\\" * 0.9) + 0.999999999 AS INTEGER)\\nGROUP BY \\\"group_value\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions. The measure column is CAST to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ccda6f5fb6ea2bdc7cc4db881eaed771b30458f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d4a998ac2ddf7f5a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d4a998ac2ddf7f5a", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 783, + "total_tokens": 23291, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 261, + "estimated_total_tokens": 2678, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23248.16, + "sql_execution_elapsed_ms_total": 50.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d4a998ac2ddf7f5a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7473199b9243f5a5cc6b8c246d5ae8d0379eb703 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 392}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 8094, "bytes_utf8": 8094, "lines": 232, "estimated_tokens": 2610}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 886, "bytes_utf8": 886, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22701, "cached_input_tokens": 21888, "output_tokens": 795}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..957bc4f219a8debcdceb1ff1ecb5a3ed2dd71ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d56e445565e8ca8d", + "api_calls": 0, + "input_tokens": 45137, + "cached_input_tokens": 43776, + "output_tokens": 1187, + "total_tokens": 46324, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4955, + "estimated_output_tokens": 546, + "estimated_total_tokens": 5501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 42358.16, + "sql_execution_elapsed_ms_total": 99.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d56e445565e8ca8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8091069baffab964eab0ff087b5a0d0585b7fe89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:25:51.230879+00:00", + "ended_at": "2026-05-04T09:26:08.376659+00:00", + "elapsed_ms": 17145.74, + "prompt_metrics": { + "chars": 7245, + "bytes_utf8": 7245, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1309, + "bytes_utf8": 1309, + "lines": 4, + "estimated_tokens": 437 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 878, + "bytes_utf8": 878, + "lines": 1, + "estimated_tokens": 273 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 392 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_2.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..77a7a01001bdd94b440a6f7cc5e8eec55050f53d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:08.398113+00:00", + "ended_at": "2026-05-04T09:26:33.607079+00:00", + "elapsed_ms": 25212.42, + "prompt_metrics": { + "chars": 8094, + "bytes_utf8": 8094, + "lines": 232, + "estimated_tokens": 2610 + }, + "stdout_metrics": { + "chars": 1317, + "bytes_utf8": 1317, + "lines": 4, + "estimated_tokens": 444 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13209 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 886, + "bytes_utf8": 886, + "lines": 1, + "estimated_tokens": 273 + }, + "usage": { + "input_tokens": 22701, + "cached_input_tokens": 21888, + "output_tokens": 795 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67515cc353965dd7041eae9005055df45e613e53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c1c70b0853ea92268677d9555d5c9ebee0f38b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a02eb155f487ed515dfccc9699198e98d41bd5d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24e-eace-7420-9921-cce994770302"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite has no PERCENTILE_CONT, so this uses a window-function nearest-rank 90th percentile per \\\"g\\\" with CAST to REAL because the source columns are TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":392}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a65518448bbb7e2b8934e23da95b5dcf7cf7e1b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite has no PERCENTILE_CONT, so this uses a window-function nearest-rank 90th percentile per \"g\" with CAST to REAL because the source columns are TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_2.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b01794997b8121d0cd4c7766b16aa4c7ac2a65a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-2dba-7411-98f0-5428b7d544b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 0.9 percentile rank and carried \\\"rn\\\" through the CTE so the final filter works.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22701,"cached_input_tokens":21888,"output_tokens":795}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb38d9df3a5f6d75ab30c699486b5b4104f1faf4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 0.9 percentile rank and carried \"rn\" through the CTE so the final filter works."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8312a97b2e5bcc24559680344b0aac3ad16d9e9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:25:51.507717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:25:53.908269Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:07.651322Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_2.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cf6b02908ff6514facb882b9ea079f33017ebdd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:08.632741Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:10.933255Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:26:32.570474Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eefcde995c6d3d7779df20dc4e0a8cdd5e5afe08 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004. +Result preview: [{"g": "h", "percentile_measure": 49.3568}, {"g": "g", "percentile_measure": 46.0041}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd42efdea7462e9b877f5d4835f82a590aa5d02c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_d56e445565e8ca8d +-- problem_id: v2p_n11_464c4db59223a56c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("27.7004" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("27.7004" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "27.7004" IS NOT NULL +), +"target_rank" AS ( + SELECT + "g", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5db5b72b628154be019674c7798a71c42858e844 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"27.7004\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"27.7004\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"27.7004\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"g\",\n \"measure_value\",\n \"rn\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"27.7004\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"27.7004\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"27.7004\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 49.3568}, {\"g\": \"g\", \"percentile_measure\": 46.0041}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 99.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c86daf65d9d861b1db834cd0b02c4eefc754db30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:25:51.225651+00:00", + "ended_at": "2026-05-04T09:26:33.741965+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d56e445565e8ca8d", + "problem_id": "v2p_n11_464c4db59223a56c", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=27.7004.", + "bindings": { + "group_col": "g", + "measure_col": "27.7004", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d56e445565e8ca8d.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d56e445565e8ca8d", + "api_calls": 0, + "input_tokens": 45137, + "cached_input_tokens": 43776, + "output_tokens": 1187, + "total_tokens": 46324, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 4955, + "estimated_output_tokens": 546, + "estimated_total_tokens": 5501, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 42358.16, + "sql_execution_elapsed_ms_total": 99.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d56e445565e8ca8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41eccf3df19b19d81836b0378b55063e7ca6b60e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d56e445565e8ca8d/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T09:26:08.394701+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17145.74, "started_at": "2026-05-04T09:25:51.230879+00:00", "ended_at": "2026-05-04T09:26:08.376659+00:00", "prompt_metrics": {"chars": 7245, "bytes_utf8": 7245, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 392}, "stderr_preview": "2026-05-04T09:25:51.507717Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:25:53.908269Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74ade6aa608d25e60593daa3ee7700d18b8774e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_d8744d8dfbf1b087\n-- problem_id: v2p_n11_1fea60dcca7d0cd6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_d8744d8dfbf1b087\\n-- problem_id: v2p_n11_1fea60dcca7d0cd6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 2.1805333333333334}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..620f419565e1492e1a6cdf4de12bbcb7314dea4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.987788+00:00", + "ended_at": "2026-05-04T09:41:39.015317+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d8744d8dfbf1b087", + "problem_id": "v2p_n11_1fea60dcca7d0cd6", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d8744d8dfbf1b087.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8744d8dfbf1b087/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0aa66a3e3842fb7fa9e2ada192a372dcc16acc7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e90070c77474921fba5f340a3870de360f3973bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d8bc3c7be02d07da", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22628, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13192.82, + "sql_execution_elapsed_ms_total": 14.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d8bc3c7be02d07da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5b2a304e0bb04208532a03e3d13a9bcb652cf063 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:19:58.303142+00:00", + "ended_at": "2026-05-04T09:20:11.496537+00:00", + "elapsed_ms": 13192.82, + "prompt_metrics": { + "chars": 7212, + "bytes_utf8": 7212, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 727, + "bytes_utf8": 727, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13261 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 398, + "bytes_utf8": 398, + "lines": 1, + "estimated_tokens": 113 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 188 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f32c18d0da30555a17b50ba2a729d517d34a63ac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb70731e800bae1cc1db203017f18dd184819acb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df249-87dd-72f2-a65b-d1f7c04b7bc5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":188}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..397bba1c4888e2e7ee2e8a405b14df2a21e8da32 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"g\" and measure_col=\"-8.2027\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..282974950f872719c5f24d07e68cf6b17e2aed99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:19:58.505359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:00.835002Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:10.701575Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..23ef355c683a5ccfc6afbd5a3d7248b9772868e6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "g", "avg_measure": 0.1915534506528262, "support": 12331}, {"g": "h", "avg_measure": 0.3582453349282297, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..906a76d13e2b7a6836017b8e8d5b4c08c040ab4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_d8bc3c7be02d07da +-- problem_id: v2p_n11_322ca71ded52a3bb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..734a19a98c9e260dea7047a091b8f15a6e2fe171 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"-8.2027\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"-8.2027\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.1915534506528262, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 0.3582453349282297, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.57}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e715ffcf26c3000c3dba57a4fca5de508d04a1f2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:19:58.299498+00:00", + "ended_at": "2026-05-04T09:20:11.537823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d8bc3c7be02d07da", + "problem_id": "v2p_n11_322ca71ded52a3bb", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.94705, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d8bc3c7be02d07da.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d8bc3c7be02d07da", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22628, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13192.82, + "sql_execution_elapsed_ms_total": 14.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d8bc3c7be02d07da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..541191f383672e4c4fd4368011905e689e34ed53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:20:11.515079+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13192.82, "started_at": "2026-05-04T09:19:58.303142+00:00", "ended_at": "2026-05-04T09:20:11.496537+00:00", "prompt_metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 398, "bytes_utf8": 398, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 188}, "stderr_preview": "2026-05-04T09:19:58.505359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:00.835002Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0690677e74e4e501da49ff0e08da7a4e439d46b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d8bc3c7be02d07da/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d8bc3c7be02d07da", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 188, + "total_tokens": 22628, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2464, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13192.82, + "sql_execution_elapsed_ms_total": 14.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d8bc3c7be02d07da\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b04773f4785031a6e56d26f8737724f9be178eda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7329, "bytes_utf8": 7329, "lines": 226, "estimated_tokens": 2395}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 323}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f09262d6e2cad2df5b2b905ad251d1259a81a190 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d980b8d279e4171e", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 323, + "total_tokens": 22809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2647, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18754.29, + "sql_execution_elapsed_ms_total": 32.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d980b8d279e4171e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e4a6daa41a0214fe7dea573c65c37910c1bdf821 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:39:36.337650+00:00", + "ended_at": "2026-05-04T09:39:55.091546+00:00", + "elapsed_ms": 18754.29, + "prompt_metrics": { + "chars": 7329, + "bytes_utf8": 7329, + "lines": 226, + "estimated_tokens": 2395 + }, + "stdout_metrics": { + "chars": 1109, + "bytes_utf8": 1109, + "lines": 4, + "estimated_tokens": 380 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 1, + "estimated_tokens": 252 + }, + "usage": { + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 323 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccbc36ab66e2c77d8b6b0a728e6a8275a47e3b72 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "planned_template_id": "tpl_m4_global_zscore_outliers", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25b087539f04e5c9d5bda7f030e97273f60b5f7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df25b-81a0-76e0-be70-bacb51484aaa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"2.6449\\\" AS REAL) * CAST(\\\"2.6449\\\" AS REAL)) - AVG(CAST(\\\"2.6449\\\" AS REAL)) * AVG(CAST(\\\"2.6449\\\" AS REAL))) AS std_val\\n FROM \\\"n11\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"2.6449\\\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\\n FROM \\\"n11\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column \\\"2.6449\\\" to REAL for numeric computation and ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22486,"cached_input_tokens":21888,"output_tokens":323}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..823af84ad783f3e1c049c1ae78bfe0b6190cbc81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"2.6449\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"2.6449\" AS REAL) * CAST(\"2.6449\" AS REAL)) - AVG(CAST(\"2.6449\" AS REAL)) * AVG(CAST(\"2.6449\" AS REAL))) AS std_val\n FROM \"n11\"\n),\nscored AS (\n SELECT\n \"n11\".*,\n (CAST(\"2.6449\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\n FROM \"n11\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"2.6449\" AS REAL) DESC;","notes":"Repaired the template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column \"2.6449\" to REAL for numeric computation and ordering."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e960c324f77c5b89da107c836b7fa99110ac662 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:39:36.547167Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:39:42.829381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:39:54.232643Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..409fead06603a2b94597995de0d22fb3d635f3eb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449. +Result preview: [{"28.7967": "221.7887", "16.0021": "190.5432", "2.6449": "5.3233", "0.3918": "0.0327", "0.1982": "0.0003", "27.7004": "-270.2782", "22.011": "-48.3586", "-8.2027": "-120.9143", "40.092": "84.9955", "81.8828": "92.7104", "g": "h", "z_score": 5.286267990783393}, {"28.7967": "235.552", "16.0021": "186.928", "2.6449": "5.1795", "0.3918": "0.0137", "0.1982": "0.0072", "27.7004": "-47.9258", "22.011": "-113.666", "-8.2027": "154.865", "40.092": "85.9426", "81.8828": "152.374", "g": "h", "z_score": 4.981991731110242}, {"28.7967": "216.8238", "16.0021": "133.2414", "2.6449": "5.1467", "0.3918": "0.0217", "0.1982": "0.0078", "27.7004": "-188.9778", "22.011": "-153.6521", "-8.2027": "78.9122", "40.092": "84.4006", "81.8828": "29.3581", "g": "h", "z_score": 4.9125879667341685}, {"28.7967": "166.073", "16.0021": "132.015", "2.6449": "5.0118", "0.3918": "0.0162", "0.1982": "0.0086", "27.7004": "-257.948", "22.011": "84.3519", "-8.2027": "41.5151", "40.092": "37.371", "81.8828": "162.484", "g": "h", "z_score": 4.627143826053305}, {"28.7967": "150.978", "16.0021": "148.59", "2.6449": "5.01", "0.3918": "0.0171", "0.1982": "0.009", "27.7004": "94.4129", "22.011": "-28.141", "-8.2027": "92.0674", "40.092": "55.18", "81.8828": "157.457", "g": "g", "z_score": 4.623335082886325}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..663d43d9025c44e9bafcb178186a08a2b125d5f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_d980b8d279e4171e +-- problem_id: v2p_n11_e35188dddc35bb3e +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("2.6449" AS REAL)) AS mean_val, + SQRT(AVG(CAST("2.6449" AS REAL) * CAST("2.6449" AS REAL)) - AVG(CAST("2.6449" AS REAL)) * AVG(CAST("2.6449" AS REAL))) AS std_val + FROM "n11" +), +scored AS ( + SELECT + "n11".*, + (CAST("2.6449" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score + FROM "n11" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("2.6449" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44a98c9a14b201ffa8ec43c0ee26ea8d34a92e26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_global_zscore_outliers\nWITH stats AS (\n SELECT\n AVG(CAST(\"2.6449\" AS REAL)) AS mean_val,\n SQRT(AVG(CAST(\"2.6449\" AS REAL) * CAST(\"2.6449\" AS REAL)) - AVG(CAST(\"2.6449\" AS REAL)) * AVG(CAST(\"2.6449\" AS REAL))) AS std_val\n FROM \"n11\"\n),\nscored AS (\n SELECT\n \"n11\".*,\n (CAST(\"2.6449\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\n FROM \"n11\"\n CROSS JOIN stats\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > 2.0\nORDER BY CAST(\"2.6449\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_global_zscore_outliers\\nWITH stats AS (\\n SELECT\\n AVG(CAST(\\\"2.6449\\\" AS REAL)) AS mean_val,\\n SQRT(AVG(CAST(\\\"2.6449\\\" AS REAL) * CAST(\\\"2.6449\\\" AS REAL)) - AVG(CAST(\\\"2.6449\\\" AS REAL)) * AVG(CAST(\\\"2.6449\\\" AS REAL))) AS std_val\\n FROM \\\"n11\\\"\\n),\\nscored AS (\\n SELECT\\n \\\"n11\\\".*,\\n (CAST(\\\"2.6449\\\" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score\\n FROM \\\"n11\\\"\\n CROSS JOIN stats\\n)\\nSELECT *\\nFROM scored\\nWHERE ABS(z_score) > 2.0\\nORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC;\", \"columns\": [\"28.7967\", \"16.0021\", \"2.6449\", \"0.3918\", \"0.1982\", \"27.7004\", \"22.011\", \"-8.2027\", \"40.092\", \"81.8828\", \"g\", \"z_score\"], \"rows\": [{\"28.7967\": \"221.7887\", \"16.0021\": \"190.5432\", \"2.6449\": \"5.3233\", \"0.3918\": \"0.0327\", \"0.1982\": \"0.0003\", \"27.7004\": \"-270.2782\", \"22.011\": \"-48.3586\", \"-8.2027\": \"-120.9143\", \"40.092\": \"84.9955\", \"81.8828\": \"92.7104\", \"g\": \"h\", \"z_score\": 5.286267990783393}, {\"28.7967\": \"235.552\", \"16.0021\": \"186.928\", \"2.6449\": \"5.1795\", \"0.3918\": \"0.0137\", \"0.1982\": \"0.0072\", \"27.7004\": \"-47.9258\", \"22.011\": \"-113.666\", \"-8.2027\": \"154.865\", \"40.092\": \"85.9426\", \"81.8828\": \"152.374\", \"g\": \"h\", \"z_score\": 4.981991731110242}, {\"28.7967\": \"216.8238\", \"16.0021\": \"133.2414\", \"2.6449\": \"5.1467\", \"0.3918\": \"0.0217\", \"0.1982\": \"0.0078\", \"27.7004\": \"-188.9778\", \"22.011\": \"-153.6521\", \"-8.2027\": \"78.9122\", \"40.092\": \"84.4006\", \"81.8828\": \"29.3581\", \"g\": \"h\", \"z_score\": 4.9125879667341685}, {\"28.7967\": \"166.073\", \"16.0021\": \"132.015\", \"2.6449\": \"5.0118\", \"0.3918\": \"0.0162\", \"0.1982\": \"0.0086\", \"27.7004\": \"-257.948\", \"22.011\": \"84.3519\", \"-8.2027\": \"41.5151\", \"40.092\": \"37.371\", \"81.8828\": \"162.484\", \"g\": \"h\", \"z_score\": 4.627143826053305}, {\"28.7967\": \"150.978\", \"16.0021\": \"148.59\", \"2.6449\": \"5.01\", \"0.3918\": \"0.0171\", \"0.1982\": \"0.009\", \"27.7004\": \"94.4129\", \"22.011\": \"-28.141\", \"-8.2027\": \"92.0674\", \"40.092\": \"55.18\", \"81.8828\": \"157.457\", \"g\": \"g\", \"z_score\": 4.623335082886325}, {\"28.7967\": \"205.128\", \"16.0021\": \"176.335\", \"2.6449\": \"4.9946\", \"0.3918\": \"0.0139\", \"0.1982\": \"0.0073\", \"27.7004\": \"8.5005\", \"22.011\": \"-79.1621\", \"-8.2027\": \"83.2966\", \"40.092\": \"76.3946\", \"81.8828\": \"41.4222\", \"g\": \"g\", \"z_score\": 4.590749169124389}, {\"28.7967\": \"190.008\", \"16.0021\": \"133.858\", \"2.6449\": \"4.9518\", \"0.3918\": \"0.0158\", \"0.1982\": \"0.008\", \"27.7004\": \"187.39\", \"22.011\": \"-95.8101\", \"-8.2027\": \"97.3814\", \"40.092\": \"32.083\", \"81.8828\": \"117.085\", \"g\": \"h\", \"z_score\": 4.500185720487318}, {\"28.7967\": \"180.479\", \"16.0021\": \"129.154\", \"2.6449\": \"4.9369\", \"0.3918\": \"0.0209\", \"0.1982\": \"0.011\", \"27.7004\": \"-302.276\", \"22.011\": \"-157.365\", \"-8.2027\": \"-39.7849\", \"40.092\": \"10.6294\", \"81.8828\": \"156.622\", \"g\": \"h\", \"z_score\": 4.468657790938429}, {\"28.7967\": \"240.754\", \"16.0021\": \"228.0385\", \"2.6449\": \"4.905\", \"0.3918\": \"0.0303\", \"0.1982\": \"0.0125\", \"27.7004\": \"198.3768\", \"22.011\": \"-102.5088\", \"-8.2027\": \"-205.8947\", \"40.092\": \"77.6662\", \"81.8828\": \"162.6817\", \"g\": \"h\", \"z_score\": 4.401158398145847}, {\"28.7967\": \"129.785\", \"16.0021\": \"123.258\", \"2.6449\": \"4.8501\", \"0.3918\": \"0.0269\", \"0.1982\": \"0.0139\", \"27.7004\": \"0.7522\", \"22.011\": \"60.5648\", \"-8.2027\": \"87.2521\", \"40.092\": \"58.0238\", \"81.8828\": \"220.978\", \"g\": \"g\", \"z_score\": 4.284991731552968}, {\"28.7967\": \"171.859\", \"16.0021\": \"113.4542\", \"2.6449\": \"4.8376\", \"0.3918\": \"0.0517\", \"0.1982\": \"0.0076\", \"27.7004\": \"35.4842\", \"22.011\": \"-85.1029\", \"-8.2027\": 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\"truncated\": true, \"elapsed_ms\": 32.77}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..513fb7e8b23a822af114f9942b6fce86e4bec9f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:39:36.332909+00:00", + "ended_at": "2026-05-04T09:39:55.154339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d980b8d279e4171e", + "problem_id": "v2p_n11_e35188dddc35bb3e", + "dataset_id": "n11", + "template_id": "tpl_m4_global_zscore_outliers", + "template_name": "Global Z-score Outlier Scan", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Global Z-score Outlier Scan to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=2.6449.", + "bindings": { + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH scored AS (\n SELECT *,\n ({measure_col} - AVG({measure_col}) OVER ())\n / NULLIF(STDDEV({measure_col}) OVER (), 0) AS z_score\n FROM {table}\n)\nSELECT *\nFROM scored\nWHERE ABS(z_score) > {z_threshold}\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d980b8d279e4171e.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d980b8d279e4171e", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 323, + "total_tokens": 22809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2647, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18754.29, + "sql_execution_elapsed_ms_total": 32.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d980b8d279e4171e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2589bd7b08106a75718908d414ef5da9bdd328c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:39:55.110586+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18754.29, "started_at": "2026-05-04T09:39:36.337650+00:00", "ended_at": "2026-05-04T09:39:55.091546+00:00", "prompt_metrics": {"chars": 7329, "bytes_utf8": 7329, "lines": 226, "estimated_tokens": 2395}, "response_metrics": {"chars": 752, "bytes_utf8": 752, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22486, "cached_input_tokens": 21888, "output_tokens": 323}, "stderr_preview": "2026-05-04T09:39:36.547167Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:39:42.829381Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY CAST(\\\"2.6449\\\" AS REAL) DESC;\",\"notes\":\"Repaired the template for SQLite by replacing unsupported STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) and casting the TEXT measure column \\\"2.6449\\\" to REAL for numeric computation and ordering.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0dad82131d820e7b942ee0fe528ec4a9fbac983c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d980b8d279e4171e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d980b8d279e4171e", + "api_calls": 0, + "input_tokens": 22486, + "cached_input_tokens": 21888, + "output_tokens": 323, + "total_tokens": 22809, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2395, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2647, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18754.29, + "sql_execution_elapsed_ms_total": 32.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d980b8d279e4171e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c9892a8a6dc4f2eb98c6670b7df83bf3945ff2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2350}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91385ba79871312679d7f7d3c2329ad71a79646f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d9fec9972067eaea", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2469, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.26, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d9fec9972067eaea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b723a3cc03c58d24dbeb84e6d1dfe32790694dc8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:18:29.042376+00:00", + "ended_at": "2026-05-04T09:18:40.374864+00:00", + "elapsed_ms": 11332.26, + "prompt_metrics": { + "chars": 7212, + "bytes_utf8": 7212, + "lines": 228, + "estimated_tokens": 2350 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 420, + "bytes_utf8": 420, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62c5df2d91374a378fd81796308e7fd732bd6c8e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_m4_support_guarded_group_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..617424217eee726b864f7a4d2d2663421d446b06 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df248-2b3f-71b1-8bdf-7f062e7c1eb4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.3918\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", and min_group_size=5. Cast \\\"0.3918\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22439,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5390e19e0d1b31ebefb30ecf3c868b487befdfd4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.3918\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";","notes":"Applied the provided Support-Guarded Group Average template with group_col=\"g\", measure_col=\"0.3918\", and min_group_size=5. Cast \"0.3918\" from TEXT to REAL for SQLite-compatible numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c9925c6d55473be739a1dd1ce9b767a59aea2fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:18:29.242344Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:18:32.071790Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:18:39.678876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0faf87e10b32b2c68ef777e8eadbca9c290efa0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "g", "avg_measure": 0.383640150839348, "support": 12331}, {"g": "h", "avg_measure": 0.37421686602870813, "support": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fab3c15f083fd25c72b543d85cc3b35f52db1900 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_d9fec9972067eaea +-- problem_id: v2p_n11_80086dcff60c7d88 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.3918" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c93e0dc07b54a8eb2acc210c5532126a3d8768a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_support_guarded_group_avg\nSELECT \"g\", AVG(CAST(\"0.3918\" AS REAL)) AS avg_measure, COUNT(*) AS support\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING COUNT(*) > 5\nORDER BY \"g\";", "result": "{\"query\": \"-- template_id: tpl_m4_support_guarded_group_avg\\nSELECT \\\"g\\\", AVG(CAST(\\\"0.3918\\\" AS REAL)) AS avg_measure, COUNT(*) AS support\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING COUNT(*) > 5\\nORDER BY \\\"g\\\";\", \"columns\": [\"g\", \"avg_measure\", \"support\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.383640150839348, \"support\": 12331}, {\"g\": \"h\", \"avg_measure\": 0.37421686602870813, \"support\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.61}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4280d9a2a9f0d11f0cd9253dcab4fad2f59067c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:18:29.038277+00:00", + "ended_at": "2026-05-04T09:18:40.414112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_d9fec9972067eaea", + "problem_id": "v2p_n11_80086dcff60c7d88", + "dataset_id": "n11", + "template_id": "tpl_m4_support_guarded_group_avg", + "template_name": "Support-Guarded Group Average", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Support-Guarded Group Average to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure, COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}\nHAVING COUNT(*) > {min_group_size}\nORDER BY {group_col};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_d9fec9972067eaea.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d9fec9972067eaea", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2469, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.26, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d9fec9972067eaea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c5bd1ee5d35c5a602130ff92b4849972893228e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:18:40.392494+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11332.26, "started_at": "2026-05-04T09:18:29.042376+00:00", "ended_at": "2026-05-04T09:18:40.374864+00:00", "prompt_metrics": {"chars": 7212, "bytes_utf8": 7212, "lines": 228, "estimated_tokens": 2350}, "response_metrics": {"chars": 420, "bytes_utf8": 420, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22439, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T09:18:29.242344Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:18:32.071790Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5\\nORDER BY \\\"g\\\";\",\"notes\":\"Applied the provided Support-Guarded Group Average template with group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", and min_group_size=5. Cast \\\"0.3918\\\" from TEXT to REAL for SQLite-compatible numeric averaging.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..99c1744f589a8cfac6221ef0df842b7f9175d69a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_d9fec9972067eaea/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_d9fec9972067eaea", + "api_calls": 0, + "input_tokens": 22439, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22597, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2350, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2469, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11332.26, + "sql_execution_elapsed_ms_total": 13.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_d9fec9972067eaea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edcaf33668142ab08b26bb37c17f46d5c0ac7167 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22600, "cached_input_tokens": 21888, "output_tokens": 240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c16452d4694bfe96369e71210df15a56124f3b8a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_df50aa014dc3ffa9", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 21888, + "output_tokens": 240, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12899.53, + "sql_execution_elapsed_ms_total": 23.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_df50aa014dc3ffa9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..430e941f469d72dcc58b18eb8783e5cc2d0920ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:03:58.857615+00:00", + "ended_at": "2026-05-04T09:04:11.752875+00:00", + "elapsed_ms": 12899.53, + "prompt_metrics": { + "chars": 7861, + "bytes_utf8": 7861, + "lines": 231, + "estimated_tokens": 2509 + }, + "stdout_metrics": { + "chars": 945, + "bytes_utf8": 945, + "lines": 4, + "estimated_tokens": 282 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 606, + "bytes_utf8": 606, + "lines": 1, + "estimated_tokens": 167 + }, + "usage": { + "input_tokens": 22600, + "cached_input_tokens": 21888, + "output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2462dc1b5f713888f7c2a64e8535044249a611c6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_ratio_two_conditions", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..423a61ce6cb7e8a57eff979ba12bb3fdf92cf965 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23a-e40e-7671-bfe4-9d3b36572229"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\",\"notes\":\"Applied the provided grouped ratio template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using 'g' as the positive value and 'h' as the negative value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22600,"cached_input_tokens":21888,"output_tokens":240}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1deac881697c6ebd5cce9ee81252543fd5ea8b90 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;","notes":"Applied the provided grouped ratio template with group_col=\"g\" and condition_col=\"g\", using 'g' as the positive value and 'h' as the negative value."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd7d7ea16b8ce8ff9a6555d5deccfd875dcce8fb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:03:59.056645Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:04:01.431677Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:04:10.718933Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486867437eec74260de79f2bfaafd901c8bdc942 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_ratio": 0.0}, {"g": "g", "condition_ratio": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63fb2819d6c01b625e74dd1876485fca818e666e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/generated_sql.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_df50aa014dc3ffa9 +-- problem_id: v2p_n11_34a81b4621942943 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..188c76aac5c6003524f6de116054fd5559325348 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_ratio_two_conditions\nWITH grouped AS (\n SELECT \"g\",\n SUM(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\n FROM \"n11\"\n GROUP BY \"g\"\n)\nSELECT \"g\",\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_ratio_two_conditions\\nWITH grouped AS (\\n SELECT \\\"g\\\",\\n SUM(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS numerator_count,\\n SUM(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS denominator_count\\n FROM \\\"n11\\\"\\n GROUP BY \\\"g\\\"\\n)\\nSELECT \\\"g\\\",\\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\\nFROM grouped\\nORDER BY condition_ratio DESC;\", \"columns\": [\"g\", \"condition_ratio\"], \"rows\": [{\"g\": \"h\", \"condition_ratio\": 0.0}, {\"g\": \"g\", \"condition_ratio\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.85}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d0e30cfba046f0371bd65827e78c5750d03b2a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:03:58.854180+00:00", + "ended_at": "2026-05-04T09:04:11.826175+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_df50aa014dc3ffa9", + "problem_id": "v2p_n11_34a81b4621942943", + "dataset_id": "n11", + "template_id": "tpl_m4_group_ratio_two_conditions", + "template_name": "Grouped Ratio of Two Conditions", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "contrastive_conditional_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Ratio of Two Conditions to probe direction_consistency with semantic role contrastive_conditional_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col},\n SUM(CASE WHEN {condition_col} = {positive_value} THEN 1 ELSE 0 END) AS numerator_count,\n SUM(CASE WHEN {condition_col} = {negative_value} THEN 1 ELSE 0 END) AS denominator_count\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT {group_col},\n CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio\nFROM grouped\nORDER BY condition_ratio DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_df50aa014dc3ffa9.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_df50aa014dc3ffa9", + "api_calls": 0, + "input_tokens": 22600, + "cached_input_tokens": 21888, + "output_tokens": 240, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2509, + "estimated_output_tokens": 167, + "estimated_total_tokens": 2676, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12899.53, + "sql_execution_elapsed_ms_total": 23.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_df50aa014dc3ffa9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1125b6a495a6d1cc603eeb2f509ca8b6e3d3b0cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_df50aa014dc3ffa9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:04:11.787245+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12899.53, "started_at": "2026-05-04T09:03:58.857615+00:00", "ended_at": "2026-05-04T09:04:11.752875+00:00", "prompt_metrics": {"chars": 7861, "bytes_utf8": 7861, "lines": 231, "estimated_tokens": 2509}, "response_metrics": {"chars": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22600, "cached_input_tokens": 21888, "output_tokens": 240}, "stderr_preview": "2026-05-04T09:03:59.056645Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:04:01.431677Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7bb27c8b16e2ec84cc8d1c2dd850db3e5b08f2e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-610b-7aa2-9749-9ad3590140a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL is used because the schema stores feature columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":19840,"output_tokens":167}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebf7e0aac37dea2bee899e6f842811b3e6ee35e7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Applied the Window Partition Average template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL is used because the schema stores feature columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c2b3038b79a0e1b8de33529e1a2deec4e4cc967 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:47.658246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:49.994695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:57.795939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab9d32f52686c601c6069c16d43c4acd802c6542 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..78adf259787d77103d8880edc57e4f2bd60f99f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e00e199a70822ef6 +-- problem_id: v2p_n11_257b2852912f1ad6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cde83e7cde207fe5cda6c7709cef993a4c748d6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 92.52}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..253bc1942bd6fa0b614c4bdb57840737014fc883 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:07:47.454338+00:00", + "ended_at": "2026-05-04T09:07:58.837637+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e00e199a70822ef6", + "problem_id": "v2p_n11_257b2852912f1ad6", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 54.689052, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e00e199a70822ef6.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e00e199a70822ef6", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 19840, + "output_tokens": 167, + "total_tokens": 22576, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2417, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11222.74, + "sql_execution_elapsed_ms_total": 92.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e00e199a70822ef6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7529f8d0910d8fc42be48fb98063f32a7c71e16f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e00e199a70822ef6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:58.735524+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11222.74, "started_at": "2026-05-04T09:07:47.459613+00:00", "ended_at": "2026-05-04T09:07:58.682118+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22409, "cached_input_tokens": 19840, "output_tokens": 167}, "stderr_preview": "2026-05-04T09:07:47.658246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:49.994695Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e199863b45a732525cb37c6a9c68aa4831fc679 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_e28e74af7ca9a77f\n-- problem_id: v2p_n11_5baf937496d61ade\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"28.7967\",\n COUNT(*) AS support,\n AVG(\"16.0021\") AS avg_response\nFROM \"n11\"\nGROUP BY \"28.7967\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_e28e74af7ca9a77f\\n-- problem_id: v2p_n11_5baf937496d61ade\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"28.7967\\\",\\n COUNT(*) AS support,\\n AVG(\\\"16.0021\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"28.7967\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"28.7967\", \"support\", \"avg_response\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d13085dadc5a4f09a3d0fbe7a39b794ac538e437 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.290743+00:00", + "ended_at": "2026-05-04T09:41:38.322961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e28e74af7ca9a77f", + "problem_id": "v2p_n11_5baf937496d61ade", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=16.0021, key_col=28.7967.", + "bindings": { + "key_col": "28.7967", + "measure_col": "16.0021", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e28e74af7ca9a77f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e28e74af7ca9a77f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a6827e564cef56eea3a35332b4cec6e2cf40b9f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7303, "bytes_utf8": 7303, "lines": 231, "estimated_tokens": 2361}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..69dbc4b6d691af587787a30bcd75cd31eac0613f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e344d1731b87f653", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 164, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2458, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11358.79, + "sql_execution_elapsed_ms_total": 11.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e344d1731b87f653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..98bc3148849a076c4005f6cf349ac1f490f8bbac --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:00:40.630957+00:00", + "ended_at": "2026-05-04T09:00:51.989682+00:00", + "elapsed_ms": 11358.79, + "prompt_metrics": { + "chars": 7303, + "bytes_utf8": 7303, + "lines": 231, + "estimated_tokens": 2361 + }, + "stdout_metrics": { + "chars": 701, + "bytes_utf8": 701, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8b1d5af81c2900fdaa002ed5c692fb32fef5b4c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a61b3e7c73d3d2793e8f9911b1370d511f0a0a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df237-dddc-7e81-aba2-47f3acad9503"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the planned Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\", using condition_value='h'. Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":164}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0da1745aa0348ed8336153ffa77f00557cf41e66 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the planned Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\", using condition_value='h'. Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d69ba40e99e9303c1cc988fde6e563e09da53a0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:00:40.860042Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:00:43.166369Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:00:51.262958Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db2bd09c3f4af39d384ae645225d8d1175b3b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "h", "condition_rate": 1.0}, {"g": "g", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..84d7314f78920529526a9b4e689cff03857f5bbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_e344d1731b87f653 +-- problem_id: v2p_n11_68875cddcfc25efb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dba1406b2a8230aeb99d73182c6b63e786fbb33d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'h' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"h\", \"condition_rate\": 1.0}, {\"g\": \"g\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.28}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d97a01470d814cadefb535f0f25fdb17aa6af77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:00:40.627389+00:00", + "ended_at": "2026-05-04T09:00:52.029723+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e344d1731b87f653", + "problem_id": "v2p_n11_68875cddcfc25efb", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "h", + "positive_value": "g", + "negative_value": "h", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e344d1731b87f653.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e344d1731b87f653", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 164, + "total_tokens": 22616, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2458, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11358.79, + "sql_execution_elapsed_ms_total": 11.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e344d1731b87f653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c9720bcb37a579e6f2015277801b179ed4c14ff5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e344d1731b87f653/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:00:52.010057+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11358.79, "started_at": "2026-05-04T09:00:40.630957+00:00", "ended_at": "2026-05-04T09:00:51.989682+00:00", "prompt_metrics": {"chars": 7303, "bytes_utf8": 7303, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 164}, "stderr_preview": "2026-05-04T09:00:40.860042Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:00:43.166369Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c198a6bdc381d1bb42573490bb5fea954c567ede --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_e35c12ba6bf9657c\n-- problem_id: v2p_n11_a14e37a15907b7f1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"16.0021\",\n COUNT(*) AS support,\n AVG(\"2.6449\") AS avg_response\nFROM \"n11\"\nGROUP BY \"16.0021\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_e35c12ba6bf9657c\\n-- problem_id: v2p_n11_a14e37a15907b7f1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"16.0021\\\",\\n COUNT(*) AS support,\\n AVG(\\\"2.6449\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"16.0021\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"16.0021\", \"support\", \"avg_response\"], \"rows\": [{\"16.0021\": \"0\", \"support\": 98, \"avg_response\": 2.1882744897959183}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.7}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c59cedd6d76e3e62f93e8a5f6ab8806779dad8f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.424029+00:00", + "ended_at": "2026-05-04T09:41:38.453717+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e35c12ba6bf9657c", + "problem_id": "v2p_n11_a14e37a15907b7f1", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=2.6449, key_col=16.0021.", + "bindings": { + "key_col": "16.0021", + "measure_col": "2.6449", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e35c12ba6bf9657c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e35c12ba6bf9657c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eebbc47386d7bbc0844ab40e0bd2dbd410366ae0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7336, "bytes_utf8": 7336, "lines": 232, "estimated_tokens": 2382}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22471, "cached_input_tokens": 21888, "output_tokens": 177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4dffd876706b3fd483b6ba8e25a0c01005c3f1a5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e37b382af8ca97b2", + "api_calls": 0, + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22648, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2382, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2490, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11681.07, + "sql_execution_elapsed_ms_total": 19.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e37b382af8ca97b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02a20191cef0909ad00af89e438bc165d88acb0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:22:30.555520+00:00", + "ended_at": "2026-05-04T09:22:42.236830+00:00", + "elapsed_ms": 11681.07, + "prompt_metrics": { + "chars": 7336, + "bytes_utf8": 7336, + "lines": 232, + "estimated_tokens": 2382 + }, + "stdout_metrics": { + "chars": 715, + "bytes_utf8": 715, + "lines": 4, + "estimated_tokens": 221 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13154 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabce2f67b0866076363b4fd60831d36121f010b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7415ee744346079c11dff38f0b7e696630ed1b78 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24b-dab5-7293-980b-d7c2bf63e8ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"g\\\", measure_col=\\\"22.011\\\", predicate_col=\\\"g\\\". Cast measure to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22471,"cached_input_tokens":21888,"output_tokens":177}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d66841a2224c1010cdad24781b913f84fc71ce4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'g'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required template with bound roles: group_col=\"g\", measure_col=\"22.011\", predicate_col=\"g\". Cast measure to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac15e26246a981107809e5f8cb517c1809980f00 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:22:30.766082Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:22:33.106745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:22:41.482182Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3deb033955860a169526ea7463be3c63fe2c4cdb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "g", "total_measure": 219603.6655}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7fa1b9518d665873ecd1a6cec6339c22dde73a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_e37b382af8ca97b2 +-- problem_id: v2p_n11_fff29694b74cceb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'g' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cf4e65f29eac77d5d2c03640b36ea65e8e9285f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"22.011\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE \"g\" = 'g'\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"22.011\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE \\\"g\\\" = 'g'\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 219603.6655}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.15}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ab57f00025928fd0bafee2c68f457e09e7ffc8fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:22:30.551770+00:00", + "ended_at": "2026-05-04T09:22:42.307928+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e37b382af8ca97b2", + "problem_id": "v2p_n11_fff29694b74cceb9", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "predicate_col": "g", + "predicate_op": "=", + "predicate_value": "g", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e37b382af8ca97b2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e37b382af8ca97b2", + "api_calls": 0, + "input_tokens": 22471, + "cached_input_tokens": 21888, + "output_tokens": 177, + "total_tokens": 22648, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2382, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2490, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11681.07, + "sql_execution_elapsed_ms_total": 19.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e37b382af8ca97b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7017717c2075474db3058a361fa5180767af531 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e37b382af8ca97b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:22:42.273869+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11681.07, "started_at": "2026-05-04T09:22:30.555520+00:00", "ended_at": "2026-05-04T09:22:42.236830+00:00", "prompt_metrics": {"chars": 7336, "bytes_utf8": 7336, "lines": 232, "estimated_tokens": 2382}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22471, "cached_input_tokens": 21888, "output_tokens": 177}, "stderr_preview": "2026-05-04T09:22:30.766082Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:22:33.106745Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed55513d0549af2a073697e268083256e370620 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-3653-7e32-bf07-67d7b8f04fcb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"-8.2027\\\". Cast the measure column to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eff820327f94a4a1771c53df32fca86e4a12c84b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"-8.2027\". Cast the measure column to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c658790db00f01ae3138d29a7c435236f2b46cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:31.205415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:33.528467Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:42.113758Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..caff04c4d761611532143e0827b2b15384e6fdff --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027. +Result preview: [{"g": "h", "avg_measure": 0.3582453349282297}, {"g": "g", "avg_measure": 0.1915534506528262}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52677f327cb0873ad3e1472a83d414100ee3bb01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e3b29f4efd1bed57 +-- problem_id: v2p_n11_ec67087fee55b603 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ca7dca84b48e3893751a86d832ad06d77898fa31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"-8.2027\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"-8.2027\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 0.3582453349282297}, {\"g\": \"g\", \"avg_measure\": 0.1915534506528262}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 78.63}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..343ffb390269ea46e8b30ef536a7c60dc2616277 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:06:30.982377+00:00", + "ended_at": "2026-05-04T09:06:42.981227+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e3b29f4efd1bed57", + "problem_id": "v2p_n11_ec67087fee55b603", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=-8.2027.", + "bindings": { + "group_col": "g", + "measure_col": "-8.2027", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.481388, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e3b29f4efd1bed57.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e3b29f4efd1bed57", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22580, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11876.67, + "sql_execution_elapsed_ms_total": 78.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e3b29f4efd1bed57\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f928536d6bfa07028c7ad52d49cc82d2f7d26881 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3b29f4efd1bed57/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:42.892212+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11876.67, "started_at": "2026-05-04T09:06:30.991435+00:00", "ended_at": "2026-05-04T09:06:42.859246+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:06:31.205415Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:33.528467Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..669497861d73b6d578a463d6afad9a90654d17aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_e3db97ca969731fe\n-- problem_id: v2p_n11_193c949aee11a50b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"-8.2027\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"-8.2027\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_e3db97ca969731fe\\n-- problem_id: v2p_n11_193c949aee11a50b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"-8.2027\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"-8.2027\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"-8.2027\", \"support\", \"avg_response\"], \"rows\": [{\"-8.2027\": \"0\", \"support\": 59, \"avg_response\": 22.176513559322032}, {\"-8.2027\": \"-0.0001\", \"support\": 24, \"avg_response\": 24.50753333333333}, {\"-8.2027\": \"0.0001\", \"support\": 18, \"avg_response\": 24.361344444444445}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.02}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90f63b06c4dc2f83ce0b5cb081fe7c2ba56af1cd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.046427+00:00", + "ended_at": "2026-05-04T09:41:39.073823+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e3db97ca969731fe", + "problem_id": "v2p_n11_193c949aee11a50b", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=-8.2027.", + "bindings": { + "key_col": "-8.2027", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e3db97ca969731fe.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e3db97ca969731fe/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f90c58347779edc73486d8896f36a6322fbe196f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7345, "bytes_utf8": 7345, "lines": 232, "estimated_tokens": 2390}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d0973ef6763669b7a6c2599179b4dc1f442f3d31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e45dec12dc5d8ea2", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2511, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11953.16, + "sql_execution_elapsed_ms_total": 16.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e45dec12dc5d8ea2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51e76c86793d24910b7b8aaaea5b36c37f7c676c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:20:48.621592+00:00", + "ended_at": "2026-05-04T09:21:00.574740+00:00", + "elapsed_ms": 11953.16, + "prompt_metrics": { + "chars": 7345, + "bytes_utf8": 7345, + "lines": 232, + "estimated_tokens": 2390 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 235 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13166 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbeac0df2e72beffcedc89476948ae2f5a880c7a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5209dc8145dd7f7bf291b013c9d4b3e5664e2bf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-4c83-7ae3-bdca-8aedc7afa089"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"2.6449\\\", and predicate_col=\\\"22.011\\\". Cast text-stored numeric columns to REAL for SQLite-compatible filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22479,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b21d3784eacce4c0d3ec966b7183c66748b8b8d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required template with group_col=\"g\", measure_col=\"2.6449\", and predicate_col=\"22.011\". Cast text-stored numeric columns to REAL for SQLite-compatible filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e426938ebcda17389be71c6ca0565e9fef24c725 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:20:48.826012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:20:51.112578Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:20:59.978674Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f84d91d1df3020afa02a44a561d97f5aacbede5d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "g", "total_measure": 10631.2882}, {"g": "h", "total_measure": 4810.5142}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..82949619365c288311a218281b4ad822c1b284e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_e45dec12dc5d8ea2 +-- problem_id: v2p_n11_97dd0d6f5a12b4a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9432cba5bcdeb1928892159b8b18f42528634ad8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"2.6449\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"22.011\" AS REAL) >= 35.8441\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"2.6449\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"22.011\\\" AS REAL) >= 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 10631.2882}, {\"g\": \"h\", \"total_measure\": 4810.5142}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.69}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a2af01e66a66f10159bd4d5060b1fcc76900a71d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:20:48.617426+00:00", + "ended_at": "2026-05-04T09:21:00.634464+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e45dec12dc5d8ea2", + "problem_id": "v2p_n11_97dd0d6f5a12b4a3", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "predicate_col": "22.011", + "predicate_op": ">=", + "predicate_value": 35.8441, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e45dec12dc5d8ea2.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e45dec12dc5d8ea2", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2511, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11953.16, + "sql_execution_elapsed_ms_total": 16.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e45dec12dc5d8ea2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..418aedc6cd7403f10f686b2f769b7897e489ed21 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:00.607711+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11953.16, "started_at": "2026-05-04T09:20:48.621592+00:00", "ended_at": "2026-05-04T09:21:00.574740+00:00", "prompt_metrics": {"chars": 7345, "bytes_utf8": 7345, "lines": 232, "estimated_tokens": 2390}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22479, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T09:20:48.826012Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:20:51.112578Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 35.8441\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with group_col=\\\"g\\\", measure_col=\\\"2.6449\\\", and predicate_col=\\\"22.011\\\". Cast text-stored numeric columns to REAL for SQLite-compatible filtering and aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a999f1c323abc9eab56eda88c541d15f5e79e867 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e45dec12dc5d8ea2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e45dec12dc5d8ea2", + "api_calls": 0, + "input_tokens": 22479, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 22649, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2390, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2511, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11953.16, + "sql_execution_elapsed_ms_total": 16.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e45dec12dc5d8ea2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e25212a2b42a5108281892a3f872154f19dd4eab --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": 2343}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 874, "bytes_utf8": 874, "lines": 1, "estimated_tokens": 278}, "usage": {"input_tokens": 22434, "cached_input_tokens": 21888, "output_tokens": 890}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dc8f833e0a2e0626dd59622b4146fef04634b25b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e61f545d73cf93e1", + "api_calls": 0, + "input_tokens": 22434, + "cached_input_tokens": 21888, + "output_tokens": 890, + "total_tokens": 23324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2343, + "estimated_output_tokens": 278, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26298.99, + "sql_execution_elapsed_ms_total": 82.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e61f545d73cf93e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8b5a57e20883c561c1eb665073707889a8f7c73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:26:54.153843+00:00", + "ended_at": "2026-05-04T09:27:20.453067+00:00", + "elapsed_ms": 26298.99, + "prompt_metrics": { + "chars": 7244, + "bytes_utf8": 7244, + "lines": 228, + "estimated_tokens": 2343 + }, + "stdout_metrics": { + "chars": 1306, + "bytes_utf8": 1306, + "lines": 4, + "estimated_tokens": 450 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 874, + "bytes_utf8": 874, + "lines": 1, + "estimated_tokens": 278 + }, + "usage": { + "input_tokens": 22434, + "cached_input_tokens": 21888, + "output_tokens": 890 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..81279f95102540e9bcf829efd0e6319a6bd68671 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eee4a5fa3a9064e1d0d0ea5709dbc3ddbcf954e2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24f-e049-7db3-897a-4c7e0160c013"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((((\\\"cnt\\\" * 95) + 99) / 100) AS INTEGER)\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\\\"22.011\\\" AS REAL), grouped by \\\"g\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22434,"cached_input_tokens":21888,"output_tokens":890}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4cf3c3ae9e4bae3754709e11bbb941ff035c6ed --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"22.011\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((((\"cnt\" * 95) + 99) / 100) AS INTEGER)\n GROUP BY \"g\"\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\"22.011\" AS REAL), grouped by \"g\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11b0789f7429faccb4ea2863c08f78f34cf574b0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:26:54.345277Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:26:56.647569Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:27:19.701873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..846b10bddff1fb43970702a2d2accd0698eb58b8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011. +Result preview: [{"g": "h", "percentile_measure": 102.712}, {"g": "g", "percentile_measure": 77.6102}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bad246a8f4ffd5c45969fab1ee9e3aa0f8b691a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_e61f545d73cf93e1 +-- problem_id: v2p_n11_c9a0f4b159f244c1 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "g", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "22.011" IS NOT NULL +), +"percentiles" AS ( + SELECT + "g", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST(((("cnt" * 95) + 99) / 100) AS INTEGER) + GROUP BY "g" +) +SELECT + "g", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ee3736767b9e4bb7b11362bf0561a7886838954 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\" AS \"g\",\n CAST(\"22.011\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"22.011\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"22.011\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"g\",\n MIN(\"measure_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" >= CAST((((\"cnt\" * 95) + 99) / 100) AS INTEGER)\n GROUP BY \"g\"\n)\nSELECT\n \"g\",\n \"percentile_measure\"\nFROM \"percentiles\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"g\\\",\\n CAST(\\\"22.011\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"22.011\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"22.011\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"g\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= CAST((((\\\"cnt\\\" * 95) + 99) / 100) AS INTEGER)\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 102.712}, {\"g\": \"g\", \"percentile_measure\": 77.6102}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 82.03}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd2e0eab5a596dcf90c0c8c5cfefe5fb22316dee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:26:54.148643+00:00", + "ended_at": "2026-05-04T09:27:20.562732+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_e61f545d73cf93e1", + "problem_id": "v2p_n11_c9a0f4b159f244c1", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=22.011.", + "bindings": { + "group_col": "g", + "measure_col": "22.011", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 35.8441, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_e61f545d73cf93e1.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e61f545d73cf93e1", + "api_calls": 0, + "input_tokens": 22434, + "cached_input_tokens": 21888, + "output_tokens": 890, + "total_tokens": 23324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2343, + "estimated_output_tokens": 278, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26298.99, + "sql_execution_elapsed_ms_total": 82.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e61f545d73cf93e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..976124107fc75b28f1e3bd789915d1f5a861df15 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:27:20.469221+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26298.99, "started_at": "2026-05-04T09:26:54.153843+00:00", "ended_at": "2026-05-04T09:27:20.453067+00:00", "prompt_metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": 2343}, "response_metrics": {"chars": 874, "bytes_utf8": 874, "lines": 1, "estimated_tokens": 278}, "usage": {"input_tokens": 22434, "cached_input_tokens": 21888, "output_tokens": 890}, "stderr_preview": "2026-05-04T09:26:54.345277Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:26:56.647569Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((((\\\"cnt\\\" * 95) + 99) / 100) AS INTEGER)\\n GROUP BY \\\"g\\\"\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentiles\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\\\"22.011\\\" AS REAL), grouped by \\\"g\\\".\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f43855b4e7abde000fb89e718c3c6dac7d05e36e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_e61f545d73cf93e1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_e61f545d73cf93e1", + "api_calls": 0, + "input_tokens": 22434, + "cached_input_tokens": 21888, + "output_tokens": 890, + "total_tokens": 23324, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2343, + "estimated_output_tokens": 278, + "estimated_total_tokens": 2621, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 26298.99, + "sql_execution_elapsed_ms_total": 82.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_e61f545d73cf93e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf5a6e79909a109e73d751c0294254ddeb035f69 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5f63b83bd44dfbd321a7e8fe13614dfcb85c687f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea70e431efc83fb0", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22596, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2479, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13177.92, + "sql_execution_elapsed_ms_total": 14.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ea70e431efc83fb0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8f9eb2018126205393b16edbe1852f433300fc22 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:36:28.157426+00:00", + "ended_at": "2026-05-04T09:36:41.335605+00:00", + "elapsed_ms": 13177.92, + "prompt_metrics": { + "chars": 7237, + "bytes_utf8": 7237, + "lines": 228, + "estimated_tokens": 2351 + }, + "stdout_metrics": { + "chars": 786, + "bytes_utf8": 786, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13152 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 452, + "bytes_utf8": 452, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 156 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..120dd52c24b5de0f5c470668080492194c43211d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..065e5fa9f41fe76b76da5aef582394e395754da2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df258-a2a4-7cb0-a1a2-26d9f451e342"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"16.0021\\\" AS REAL)) > 24.73995\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"g\\\" and measure_col bound to \\\"16.0021\\\". Cast \\\"16.0021\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22440,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c51de4fa2d62c5cfea6297876eac4ecbb9d26a7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"16.0021\" AS REAL)) > 24.73995\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"g\" and measure_col bound to \"16.0021\". Cast \"16.0021\" from TEXT to REAL for SQLite-compatible numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1185ec8e452e11fe11a0194bdc09276a907560f0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:36:28.382886Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:36:30.729287Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:36:40.571764Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..69a67f772b5fd79a590971d91d09b8ffa4d3c45b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021. +Result preview: [{"g": "g", "total_measure": 229269.1468}, {"g": "h", "total_measure": 192596.8286}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22a7c01e7fc2a87acda1c8e0dbfd504c4bfc7246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_ea70e431efc83fb0 +-- problem_id: v2p_n11_ef418f8426eb0ff5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("16.0021" AS REAL)) > 24.73995 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..534edb60cbf4f5ae9ac45319f5208a5c92a8c325 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"g\", SUM(CAST(\"16.0021\" AS REAL)) AS total_measure\nFROM \"n11\"\nGROUP BY \"g\"\nHAVING SUM(CAST(\"16.0021\" AS REAL)) > 24.73995\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"g\\\", SUM(CAST(\\\"16.0021\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nHAVING SUM(CAST(\\\"16.0021\\\" AS REAL)) > 24.73995\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"g\", \"total_measure\": 229269.1468}, {\"g\": \"h\", \"total_measure\": 192596.8286}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.86}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd131121889af134942f34b1b02977f507c305f5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:36:28.153814+00:00", + "ended_at": "2026-05-04T09:36:41.387771+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ea70e431efc83fb0", + "problem_id": "v2p_n11_ef418f8426eb0ff5", + "dataset_id": "n11", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=g, measure_col=16.0021.", + "bindings": { + "group_col": "g", + "measure_col": "16.0021", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.73995, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ea70e431efc83fb0.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea70e431efc83fb0", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22596, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2479, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13177.92, + "sql_execution_elapsed_ms_total": 14.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ea70e431efc83fb0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ecbd3d2c8bb630e26dbbb54ad97be41f9cfc1dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:36:41.364741+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13177.92, "started_at": "2026-05-04T09:36:28.157426+00:00", "ended_at": "2026-05-04T09:36:41.335605+00:00", "prompt_metrics": {"chars": 7237, "bytes_utf8": 7237, "lines": 228, "estimated_tokens": 2351}, "response_metrics": {"chars": 452, "bytes_utf8": 452, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22440, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T09:36:28.382886Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:36:30.729287Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 24.73995\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"g\\\" and measure_col bound to \\\"16.0021\\\". Cast \\\"16.0021\\\" from TEXT to REAL for SQLite-compatible numeric aggregation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd69f3a4ef10548730de4417dc9949b97f6d5e8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ea70e431efc83fb0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ea70e431efc83fb0", + "api_calls": 0, + "input_tokens": 22440, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 22596, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2351, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2479, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13177.92, + "sql_execution_elapsed_ms_total": 14.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ea70e431efc83fb0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..121206743703ca5a12ee790c5c731f7b95289241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"27.7004": "0", "support": 41, "avg_response": 0.715639024390244}, {"27.7004": "-0.0001", "support": 7, "avg_response": 0.7054}]} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1de5ba108494058190c41225f45a3ecc1ce5b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_eb63c9a2e62d7b4e +-- problem_id: v2p_n11_9ca9a25f5a311e9e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3c16cfb89fb2b7031c97b226376f3839b875b77 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_eb63c9a2e62d7b4e\n-- problem_id: v2p_n11_9ca9a25f5a311e9e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"27.7004\",\n COUNT(*) AS support,\n AVG(\"0.3918\") AS avg_response\nFROM \"n11\"\nGROUP BY \"27.7004\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_eb63c9a2e62d7b4e\\n-- problem_id: v2p_n11_9ca9a25f5a311e9e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"27.7004\\\",\\n COUNT(*) AS support,\\n AVG(\\\"0.3918\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"27.7004\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"27.7004\", \"support\", \"avg_response\"], \"rows\": [{\"27.7004\": \"0\", \"support\": 41, \"avg_response\": 0.715639024390244}, {\"27.7004\": \"-0.0001\", \"support\": 7, \"avg_response\": 0.7054}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 24.89}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1138939173c7d49934c6ddd01926108466d4a3c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.883538+00:00", + "ended_at": "2026-05-04T09:41:38.912883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_eb63c9a2e62d7b4e", + "problem_id": "v2p_n11_9ca9a25f5a311e9e", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=0.3918, key_col=27.7004.", + "bindings": { + "key_col": "27.7004", + "measure_col": "0.3918", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_eb63c9a2e62d7b4e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb63c9a2e62d7b4e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3678f3407c7a6f7dacc939fea64fa216748f17e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..464181fd58facb7b7ced84b908ab4cf08d182af4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb79dfdbe92d002c", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2414, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15925.27, + "sql_execution_elapsed_ms_total": 60.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_eb79dfdbe92d002c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a59e2692d62014cef8887a0aa9126e821edb893e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:06:42.988244+00:00", + "ended_at": "2026-05-04T09:06:58.905298+00:00", + "elapsed_ms": 15925.27, + "prompt_metrics": { + "chars": 7151, + "bytes_utf8": 7151, + "lines": 228, + "estimated_tokens": 2317 + }, + "stdout_metrics": { + "chars": 712, + "bytes_utf8": 712, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 388, + "bytes_utf8": 388, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e7cc7552c940a762f17c13cc45973d495669b3b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdd96b07a2536bcdff61aadde66f94d2c2760ed7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23d-653d-7f43-8aef-9df6f54e218b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the requested Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". CAST to REAL was added because the schema stores this measure column as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22408,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5a005a38d7d7a86bbfee4b3e904e44c8f79ef18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the requested Window Partition Average template with group_col=\"g\" and measure_col=\"40.092\". CAST to REAL was added because the schema stores this measure column as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7f42b91d861f1aaf1c797b38089623a86ce8b76 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:06:43.198448Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:06:45.454609Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:06:58.115768Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..31551ee89a7e3912a74672aad997ed0db25caa05 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "avg_measure": 43.985233208732055}, {"g": "g", "avg_measure": 18.78258124239721}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8060b2f64bb59911bf30b61628f258cf819fab65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_eb79dfdbe92d002c +-- problem_id: v2p_n11_6021bab8890977eb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab77dfcaf0f30879b65fe61245245d61d02c32dc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"40.092\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"40.092\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 43.985233208732055}, {\"g\": \"g\", \"avg_measure\": 18.78258124239721}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.27}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..449bd09591dac4524600584d1d7e23aea50f451a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:06:42.983984+00:00", + "ended_at": "2026-05-04T09:06:59.003787+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_eb79dfdbe92d002c", + "problem_id": "v2p_n11_6021bab8890977eb", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_eb79dfdbe92d002c.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb79dfdbe92d002c", + "api_calls": 0, + "input_tokens": 22408, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 22570, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2317, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2414, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15925.27, + "sql_execution_elapsed_ms_total": 60.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_eb79dfdbe92d002c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4deceaecc8a964e1d13ef3b3b07ebafb6a64fbc9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb79dfdbe92d002c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:06:58.934332+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15925.27, "started_at": "2026-05-04T09:06:42.988244+00:00", "ended_at": "2026-05-04T09:06:58.905298+00:00", "prompt_metrics": {"chars": 7151, "bytes_utf8": 7151, "lines": 228, "estimated_tokens": 2317}, "response_metrics": {"chars": 388, "bytes_utf8": 388, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22408, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T09:06:43.198448Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:06:45.454609Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddaaaafdb48c756bbcb5c2fec2fd52683e36436e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df251-2b62-70a0-94e5-533066a68e45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"40.092\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned template roles with group_col=\\\"g\\\" and measure_col=\\\"40.092\\\". Since SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile via window functions. CAST to REAL is required because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22434,"cached_input_tokens":21888,"output_tokens":434}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bc0480371f7de138bbe81cb1abe85209e54cae5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"40.092\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned template roles with group_col=\"g\" and measure_col=\"40.092\". Since SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 95th percentile via window functions. CAST to REAL is required because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..737762d9999e2b754197da3089add3acfa3851aa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:28:19.126199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:28:21.675948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:28:36.607561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4533e302ea04376cdae5f155325cd78506710fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092. +Result preview: [{"g": "h", "percentile_measure": 85.7317}, {"g": "g", "percentile_measure": 69.2291}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3231f7959212b14efd9a2b84e8cdeb23b9714a30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_eb879d15c51eac05 +-- problem_id: v2p_n11_79013d260a27789d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("40.092" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "40.092" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INT) +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d37225fa9d043ac91ad9339a3795cebb6c99ca7b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"40.092\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"g\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.95 * \"cnt\") + 0.999999 AS INT)\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"40.092\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INT)\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 85.7317}, {\"g\": \"g\", \"percentile_measure\": 69.2291}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 86.9}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36d73e4424f151e649aa6402f2c97bdee53138db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:28:18.899097+00:00", + "ended_at": "2026-05-04T09:28:37.691740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_eb879d15c51eac05", + "problem_id": "v2p_n11_79013d260a27789d", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_eb879d15c51eac05.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_eb879d15c51eac05", + "api_calls": 0, + "input_tokens": 22434, + "cached_input_tokens": 21888, + "output_tokens": 434, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2343, + "estimated_output_tokens": 273, + "estimated_total_tokens": 2616, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18669.64, + "sql_execution_elapsed_ms_total": 86.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_eb879d15c51eac05\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e68810f5e87ea8be9f15e3bb336c9c731eefa9ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_eb879d15c51eac05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:28:37.593760+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18669.64, "started_at": "2026-05-04T09:28:18.903539+00:00", "ended_at": "2026-05-04T09:28:37.573472+00:00", "prompt_metrics": {"chars": 7244, "bytes_utf8": 7244, "lines": 228, "estimated_tokens": 2343}, "response_metrics": {"chars": 925, "bytes_utf8": 925, "lines": 1, "estimated_tokens": 273}, "usage": {"input_tokens": 22434, "cached_input_tokens": 21888, "output_tokens": 434}, "stderr_preview": "2026-05-04T09:28:19.126199Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:28:21.675948Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51f5bde808666828dfe2e6d656062cea9538a682 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_ebe3b1eb7a5750cf\n-- problem_id: v2p_n11_2424d9a3d97ee649\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"22.011\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"22.011\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_ebe3b1eb7a5750cf\\n-- problem_id: v2p_n11_2424d9a3d97ee649\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"22.011\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"22.011\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"22.011\", \"support\", \"avg_response\"], \"rows\": [{\"22.011\": \"0\", \"support\": 39, \"avg_response\": 24.353448717948716}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.97}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c426b0a3c536effe6d664802f4600e7c8d900578 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.916467+00:00", + "ended_at": "2026-05-04T09:41:38.951884+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ebe3b1eb7a5750cf", + "problem_id": "v2p_n11_2424d9a3d97ee649", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=22.011.", + "bindings": { + "key_col": "22.011", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ebe3b1eb7a5750cf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ebe3b1eb7a5750cf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad64106004e37d713521a1274a9d54570aff1e9c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 6980, "bytes_utf8": 6980, "lines": 226, "estimated_tokens": 2276}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..04dcd2d48c866aaab5463bff4e4b51240fb3edf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ec12c202c381cfdb", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10869.09, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ec12c202c381cfdb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..291664dc35536e32e64ce382d18be0326fb74fa1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:14:49.011789+00:00", + "ended_at": "2026-05-04T09:14:59.880886+00:00", + "elapsed_ms": 10869.09, + "prompt_metrics": { + "chars": 6980, + "bytes_utf8": 6980, + "lines": 226, + "estimated_tokens": 2276 + }, + "stdout_metrics": { + "chars": 595, + "bytes_utf8": 595, + "lines": 4, + "estimated_tokens": 167 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 280, + "bytes_utf8": 280, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec96c351b0566e8fd14532f4deafd0fd7910a12e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1c7355f30609b89fe1fa4562586b8b7f3178fc0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df244-cfcc-78a3-b376-065610c91c3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"g\\\" and only the single allowed table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22367,"cached_input_tokens":21888,"output_tokens":87}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bc99d135338b2097458364a94119cd15ddcd6bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"g\" and only the single allowed table/column."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f473ff3c6c276d0fed4122a001c1f334bc3afbd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:14:49.235877Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:14:51.764647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:14:59.135742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dcebffa13ca3975e3a798ce423c1c3f9af4163d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g. +Result preview: [{"g": "g", "row_count": 12331}, {"g": "h", "row_count": 6688}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..171ded71b6767a7470d2f1969a67f3689f78bb7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_ec12c202c381cfdb +-- problem_id: v2p_n11_400dbf3186582b27 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d0aa137e4d49aa61fcf787c8838489bd543681e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"g\", COUNT(*) AS row_count\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"g\\\", COUNT(*) AS row_count\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"g\", \"row_count\"], \"rows\": [{\"g\": \"g\", \"row_count\": 12331}, {\"g\": \"h\", \"row_count\": 6688}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf927b6f629f0574372af0242ed066837f2f37e9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:14:49.005157+00:00", + "ended_at": "2026-05-04T09:14:59.915248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ec12c202c381cfdb", + "problem_id": "v2p_n11_400dbf3186582b27", + "dataset_id": "n11", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=g.", + "bindings": { + "group_col": "g", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ec12c202c381cfdb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ec12c202c381cfdb", + "api_calls": 0, + "input_tokens": 22367, + "cached_input_tokens": 21888, + "output_tokens": 87, + "total_tokens": 22454, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2276, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2347, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10869.09, + "sql_execution_elapsed_ms_total": 8.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ec12c202c381cfdb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc89ac73d92583ae8832b65cd4f67d0fa37aa2e5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ec12c202c381cfdb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:14:59.898805+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10869.09, "started_at": "2026-05-04T09:14:49.011789+00:00", "ended_at": "2026-05-04T09:14:59.880886+00:00", "prompt_metrics": {"chars": 6980, "bytes_utf8": 6980, "lines": 226, "estimated_tokens": 2276}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22367, "cached_input_tokens": 21888, "output_tokens": 87}, "stderr_preview": "2026-05-04T09:14:49.235877Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:14:51.764647Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfcdd8b27a8b84c130d1e7cae2c600dea1c0cb43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23e-2f73-7503-901a-8d1953d4ff08"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"28.7967\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22410,"cached_input_tokens":19840,"output_tokens":194}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..871dc3fe11e555f6860aa3a9c0df10c2579cf482 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"g\" and measure_col=\"28.7967\". CAST to REAL was added because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02a0cd6c2e05bf0acae106093b899d4c5a0629d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:07:35.019856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:07:37.317982Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:07:46.380975Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a43ad2e5b1c3c3bd767b8b3b4454724346d44d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967. +Result preview: [{"g": "h", "avg_measure": 70.94350426136363}, {"g": "g", "avg_measure": 43.65574361365664}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4ee9fba7ed14c522a88a85fcb7b3b8295263c12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f039d363eecce0b4 +-- problem_id: v2p_n11_86674b9b504fbec3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ae8dc71204889d3503c57aca38e7a1a20381866 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"28.7967\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"28.7967\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"h\", \"avg_measure\": 70.94350426136363}, {\"g\": \"g\", \"avg_measure\": 43.65574361365664}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 60.13}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0c16b49b965d3d4c10b237902ee7a2669d6224b9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:07:34.743973+00:00", + "ended_at": "2026-05-04T09:07:47.451723+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f039d363eecce0b4", + "problem_id": "v2p_n11_86674b9b504fbec3", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=g, measure_col=28.7967.", + "bindings": { + "group_col": "g", + "measure_col": "28.7967", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 70.12685, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f039d363eecce0b4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f039d363eecce0b4", + "api_calls": 0, + "input_tokens": 22410, + "cached_input_tokens": 19840, + "output_tokens": 194, + "total_tokens": 22604, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2319, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2418, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12613.98, + "sql_execution_elapsed_ms_total": 60.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f039d363eecce0b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..281c015fa2bc92915209276038b8bb263db47704 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f039d363eecce0b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:07:47.380461+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12613.98, "started_at": "2026-05-04T09:07:34.748547+00:00", "ended_at": "2026-05-04T09:07:47.362613+00:00", "prompt_metrics": {"chars": 7154, "bytes_utf8": 7154, "lines": 228, "estimated_tokens": 2319}, "response_metrics": {"chars": 392, "bytes_utf8": 392, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22410, "cached_input_tokens": 19840, "output_tokens": 194}, "stderr_preview": "2026-05-04T09:07:35.019856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:07:37.317982Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..53f22b51d8cc339487bf50a669fd11c54df59f18 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df243-9813-7a81-8a7c-5297d69771d8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"g\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n grp.\\\"g\\\",\\n MAX(CASE\\n WHEN r.\\\"rn\\\" = CAST((0.95 * r.\\\"cnt\\\") + 0.999999 AS INT)\\n THEN r.\\\"measure_val\\\"\\n END) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS grp\\nLEFT JOIN \\\"ranked\\\" AS r\\n ON grp.\\\"g\\\" = r.\\\"g\\\"\\nGROUP BY grp.\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite-compatible approximation of the 95th percentile using the nearest-rank method, since SQLite does not support PERCENTILE_CONT. The measure column is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22508,"cached_input_tokens":21888,"output_tokens":692}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2533d394abf993fa8c8db7d5d4a9215e05490307 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"2.6449\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"g\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n grp.\"g\",\n MAX(CASE\n WHEN r.\"rn\" = CAST((0.95 * r.\"cnt\") + 0.999999 AS INT)\n THEN r.\"measure_val\"\n END) AS \"conditional_percentile\"\nFROM \"groups\" AS grp\nLEFT JOIN \"ranked\" AS r\n ON grp.\"g\" = r.\"g\"\nGROUP BY grp.\"g\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite-compatible approximation of the 95th percentile using the nearest-rank method, since SQLite does not support PERCENTILE_CONT. The measure column is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c50c86007bfcff40ef59c6aa563d823e82d78cef --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:13:29.445819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:13:31.864058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:13:48.979336Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..68128443befa20b7e08ab9eb2486bb0906055f4a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 3.6651}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c92773497938363ad12506493f21456f0dacec84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_f22d422fa826a67f +-- problem_id: v2p_n11_a47334e0d89dcee0 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'g' + AND "2.6449" IS NOT NULL +), +"ranked" AS ( + SELECT + "g", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "g" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "filtered" +) +SELECT + grp."g", + MAX(CASE + WHEN r."rn" = CAST((0.95 * r."cnt") + 0.999999 AS INT) + THEN r."measure_val" + END) AS "conditional_percentile" +FROM "groups" AS grp +LEFT JOIN "ranked" AS r + ON grp."g" = r."g" +GROUP BY grp."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdad4af1ab973a00dd51a3141d506e66500435e1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_val\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"2.6449\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"g\",\n \"measure_val\",\n ROW_NUMBER() OVER (PARTITION BY \"g\" ORDER BY \"measure_val\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"g\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n grp.\"g\",\n MAX(CASE\n WHEN r.\"rn\" = CAST((0.95 * r.\"cnt\") + 0.999999 AS INT)\n THEN r.\"measure_val\"\n END) AS \"conditional_percentile\"\nFROM \"groups\" AS grp\nLEFT JOIN \"ranked\" AS r\n ON grp.\"g\" = r.\"g\"\nGROUP BY grp.\"g\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_val\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"2.6449\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n \\\"measure_val\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"g\\\" ORDER BY \\\"measure_val\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"g\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n grp.\\\"g\\\",\\n MAX(CASE\\n WHEN r.\\\"rn\\\" = CAST((0.95 * r.\\\"cnt\\\") + 0.999999 AS INT)\\n THEN r.\\\"measure_val\\\"\\n END) AS \\\"conditional_percentile\\\"\\nFROM \\\"groups\\\" AS grp\\nLEFT JOIN \\\"ranked\\\" AS r\\n ON grp.\\\"g\\\" = r.\\\"g\\\"\\nGROUP BY grp.\\\"g\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 3.6651}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 72.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2026f8c8b8834dcbf580d2202c6eb95ac8770979 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:13:29.224140+00:00", + "ended_at": "2026-05-04T09:13:49.938222+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f22d422fa826a67f", + "problem_id": "v2p_n11_a47334e0d89dcee0", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f22d422fa826a67f.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f22d422fa826a67f", + "api_calls": 0, + "input_tokens": 22508, + "cached_input_tokens": 21888, + "output_tokens": 692, + "total_tokens": 23200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2417, + "estimated_output_tokens": 311, + "estimated_total_tokens": 2728, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20600.95, + "sql_execution_elapsed_ms_total": 72.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f22d422fa826a67f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21a1b33d088c0631e664807244eb7c75a72f5c1c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f22d422fa826a67f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:13:49.850014+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20600.95, "started_at": "2026-05-04T09:13:29.231185+00:00", "ended_at": "2026-05-04T09:13:49.827623+00:00", "prompt_metrics": {"chars": 7549, "bytes_utf8": 7549, "lines": 233, "estimated_tokens": 2417}, "response_metrics": {"chars": 996, "bytes_utf8": 996, "lines": 1, "estimated_tokens": 311}, "usage": {"input_tokens": 22508, "cached_input_tokens": 21888, "output_tokens": 692}, "stderr_preview": "2026-05-04T09:13:29.445819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:13:31.864058Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..086b75636765856838cc2f2dca45d0e17095f517 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_f2a50a93433ba916\n-- problem_id: v2p_n11_65026dc817329a2f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"40.092\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"40.092\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_f2a50a93433ba916\\n-- problem_id: v2p_n11_65026dc817329a2f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"40.092\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"40.092\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"40.092\", \"support\", \"avg_response\"], \"rows\": [{\"40.092\": \"0.0002\", \"support\": 7, \"avg_response\": 25.17287142857143}, {\"40.092\": \"0\", \"support\": 5, \"avg_response\": 22.42658}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.84}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9a925a08d1aaea9b4d7f41d232981313d67b416a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:39.165983+00:00", + "ended_at": "2026-05-04T09:41:39.198081+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f2a50a93433ba916", + "problem_id": "v2p_n11_65026dc817329a2f", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=40.092.", + "bindings": { + "key_col": "40.092", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f2a50a93433ba916.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f2a50a93433ba916/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fee1996f2767f333470d6ae57b9e8288cfbf69fc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": 2345}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 812, "bytes_utf8": 812, "lines": 1, "estimated_tokens": 251}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 618}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a28c87130347db2a6a608b5ff1c9f6a92a9b1e9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f377a2b4052401f4", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 618, + "total_tokens": 23054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 251, + "estimated_total_tokens": 2596, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19779.46, + "sql_execution_elapsed_ms_total": 78.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f377a2b4052401f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c3af2e37b44eeb0f752451d3ed5d869ac023c53 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:31:36.576267+00:00", + "ended_at": "2026-05-04T09:31:56.353588+00:00", + "elapsed_ms": 19779.46, + "prompt_metrics": { + "chars": 7243, + "bytes_utf8": 7243, + "lines": 228, + "estimated_tokens": 2345 + }, + "stdout_metrics": { + "chars": 1217, + "bytes_utf8": 1217, + "lines": 4, + "estimated_tokens": 407 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13244 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 1, + "estimated_tokens": 251 + }, + "usage": { + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 618 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cdf4f9a2e831b8d4c08aceb06f4b666a92912c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,228 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7ebb45f4c898a73f35d4bc3eda260ec8033d604 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df254-2f93-7c61-8648-96071cde780c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"2.6449\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\\\"2.6449\\\" AS REAL), preserving the planned grouped-percentile intent for group_col=\\\"g\\\" and measure_col=\\\"2.6449\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22436,"cached_input_tokens":21888,"output_tokens":618}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f57601a6e00daeb84833d36573b385f352917af --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"2.6449\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per group on CAST(\"2.6449\" AS REAL), preserving the planned grouped-percentile intent for group_col=\"g\" and measure_col=\"2.6449\"."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6c2c618e655376c094b680997251caf43db2cba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:31:36.786610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:31:39.153833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:31:55.525923Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8265544219cea9fe6275cf05bac6412eecbc43e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449. +Result preview: [{"g": "h", "percentile_measure": 3.829}, {"g": "g", "percentile_measure": 3.6651}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..165e2341b2de1e505a75c9370558c42d45a949fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_f377a2b4052401f4 +-- problem_id: v2p_n11_dd08923afb093324 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "2.6449" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e76d7e613a1ea9d07f02adfacd5ff1985ad30a3c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"g\",\n CAST(\"2.6449\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"2.6449\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"g\"\n ) AS \"cnt\"\n FROM \"n11\"\n WHERE \"g\" IS NOT NULL\n AND \"2.6449\" IS NOT NULL\n)\nSELECT\n \"g\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((95 * \"cnt\") + 99) / 100 AS INT)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"g\\\",\\n CAST(\\\"2.6449\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"2.6449\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"g\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" IS NOT NULL\\n AND \\\"2.6449\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"g\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INT)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"g\", \"percentile_measure\"], \"rows\": [{\"g\": \"h\", \"percentile_measure\": 3.829}, {\"g\": \"g\", \"percentile_measure\": 3.6651}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 78.34}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f2c1d8e856bb92c350308b70d9fc6e8a409be51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:31:36.571766+00:00", + "ended_at": "2026-05-04T09:31:56.468121+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f377a2b4052401f4", + "problem_id": "v2p_n11_dd08923afb093324", + "dataset_id": "n11", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=2.6449.", + "bindings": { + "group_col": "g", + "measure_col": "2.6449", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.1016, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f377a2b4052401f4.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f377a2b4052401f4", + "api_calls": 0, + "input_tokens": 22436, + "cached_input_tokens": 21888, + "output_tokens": 618, + "total_tokens": 23054, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2345, + "estimated_output_tokens": 251, + "estimated_total_tokens": 2596, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19779.46, + "sql_execution_elapsed_ms_total": 78.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f377a2b4052401f4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..89518dac450f5275ca0f7ba5edf14b853a021d24 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f377a2b4052401f4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:31:56.378551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19779.46, "started_at": "2026-05-04T09:31:36.576267+00:00", "ended_at": "2026-05-04T09:31:56.353588+00:00", "prompt_metrics": {"chars": 7243, "bytes_utf8": 7243, "lines": 228, "estimated_tokens": 2345}, "response_metrics": {"chars": 812, "bytes_utf8": 812, "lines": 1, "estimated_tokens": 251}, "usage": {"input_tokens": 22436, "cached_input_tokens": 21888, "output_tokens": 618}, "stderr_preview": "2026-05-04T09:31:36.786610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:31:39.153833Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e6d36caf6ad6f5d906f041c40c0ec38d71de69f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-916d-71e1-8513-163d4ad45e87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\" and condition_col=\\\"g\\\" using condition_value='g'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22452,"cached_input_tokens":19840,"output_tokens":171}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad2161b75f7c272b128919673093260ac42f5abf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\" and condition_col=\"g\" using condition_value='g'."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..beb94bd69f2d42665dc4c1edfee1f190aa849b89 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:32.361087Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:34.731453Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:43.872429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4ca1d2affec56b5fcbeff543c85653e57b6e0bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b6c62c99bbc3a6d1b9c014d338cf0c194abca6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f3e8e7aba8cab578 +-- problem_id: v2p_n11_94d8a322371511f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a69edc4d5f1fb0219019a6d3478030b4988ec52d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.74}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c54da82100425d50d77964612fdf28b39b7a362c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:02:32.168474+00:00", + "ended_at": "2026-05-04T09:02:44.657525+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f3e8e7aba8cab578", + "problem_id": "v2p_n11_94d8a322371511f2", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 24.06035, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f3e8e7aba8cab578.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f3e8e7aba8cab578", + "api_calls": 0, + "input_tokens": 22452, + "cached_input_tokens": 19840, + "output_tokens": 171, + "total_tokens": 22623, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2361, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2453, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12438.46, + "sql_execution_elapsed_ms_total": 14.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f3e8e7aba8cab578\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5cc5eab87649ff8ecd5c5537f7a6e7a32a25112 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f3e8e7aba8cab578/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:44.633635+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12438.46, "started_at": "2026-05-04T09:02:32.173202+00:00", "ended_at": "2026-05-04T09:02:44.611294+00:00", "prompt_metrics": {"chars": 7292, "bytes_utf8": 7292, "lines": 231, "estimated_tokens": 2361}, "response_metrics": {"chars": 335, "bytes_utf8": 335, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22452, "cached_input_tokens": 19840, "output_tokens": 171}, "stderr_preview": "2026-05-04T09:02:32.361087Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:34.731453Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092, condition_col=g.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8cace443c782c8f49e391168cad432d515fa8b2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df240-e41b-7cd1-aa00-225432a6ed91"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"40.092\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"cd\\\" >= 0.95\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to emulate the 0.95 conditional quantile and CASTs \\\"40.092\\\" from TEXT to REAL. Because the condition is \\\"g\\\" = 'g' while grouping by \\\"g\\\", only the 'g' group will have a non-NULL conditional percentile; other groups remain in the output via LEFT JOIN.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22506,"cached_input_tokens":19840,"output_tokens":819}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38e7d8235f8049bf1293bd28581b69a9b958bc7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"cd\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"40.092\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"cd\" >= 0.95\n GROUP BY \"group_col\"\n)\nSELECT\n \"groups\".\"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"g\" = \"percentiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to emulate the 0.95 conditional quantile and CASTs \"40.092\" from TEXT to REAL. Because the condition is \"g\" = 'g' while grouping by \"g\", only the 'g' group will have a non-NULL conditional percentile; other groups remain in the output via LEFT JOIN."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc61691c4b4359a6edce80d1793f47d29eefaf68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:10:32.270958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:10:34.730335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:10:54.465134Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1f58ec52f2b2767dcbd01c4332e476e6230c99b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092, condition_col=g. +Result preview: [{"g": "g", "conditional_percentile": 69.2291}, {"g": "h", "conditional_percentile": null}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..43ece92af3d7c12c556734409af0749871779114 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/generated_sql.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_f4593337039cfc54 +-- problem_id: v2p_n11_3ceb1f0e1782c5ba +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g" AS "group_col", + CAST("40.092" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "cd" + FROM "n11" + WHERE "g" = 'g' + AND "40.092" IS NOT NULL +), +"percentiles" AS ( + SELECT + "group_col", + MIN("measure_value") AS "conditional_percentile" + FROM "filtered" + WHERE "cd" >= 0.95 + GROUP BY "group_col" +) +SELECT + "groups"."g", + "percentiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "percentiles" + ON "groups"."g" = "percentiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3785fb464f51a986e2c9b1e67dba8b280dfee09d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"groups\" AS (\n SELECT DISTINCT \"g\"\n FROM \"n11\"\n),\n\"filtered\" AS (\n SELECT\n \"g\" AS \"group_col\",\n CAST(\"40.092\" AS REAL) AS \"measure_value\",\n CUME_DIST() OVER (\n PARTITION BY \"g\"\n ORDER BY CAST(\"40.092\" AS REAL)\n ) AS \"cd\"\n FROM \"n11\"\n WHERE \"g\" = 'g'\n AND \"40.092\" IS NOT NULL\n),\n\"percentiles\" AS (\n SELECT\n \"group_col\",\n MIN(\"measure_value\") AS \"conditional_percentile\"\n FROM \"filtered\"\n WHERE \"cd\" >= 0.95\n GROUP BY \"group_col\"\n)\nSELECT\n \"groups\".\"g\",\n \"percentiles\".\"conditional_percentile\"\nFROM \"groups\"\nLEFT JOIN \"percentiles\"\n ON \"groups\".\"g\" = \"percentiles\".\"group_col\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"groups\\\" AS (\\n SELECT DISTINCT \\\"g\\\"\\n FROM \\\"n11\\\"\\n),\\n\\\"filtered\\\" AS (\\n SELECT\\n \\\"g\\\" AS \\\"group_col\\\",\\n CAST(\\\"40.092\\\" AS REAL) AS \\\"measure_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"g\\\"\\n ORDER BY CAST(\\\"40.092\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"n11\\\"\\n WHERE \\\"g\\\" = 'g'\\n AND \\\"40.092\\\" IS NOT NULL\\n),\\n\\\"percentiles\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n MIN(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\n FROM \\\"filtered\\\"\\n WHERE \\\"cd\\\" >= 0.95\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"g\", \"conditional_percentile\"], \"rows\": [{\"g\": \"g\", \"conditional_percentile\": 69.2291}, {\"g\": \"h\", \"conditional_percentile\": null}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6f49b5ddef8bf479b5d4465803bfbd21cdceca9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:10:32.094754+00:00", + "ended_at": "2026-05-04T09:10:55.533044+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f4593337039cfc54", + "problem_id": "v2p_n11_3ceb1f0e1782c5ba", + "dataset_id": "n11", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=g, measure_col=40.092, condition_col=g.", + "bindings": { + "group_col": "g", + "measure_col": "40.092", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 45.8841, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f4593337039cfc54.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f4593337039cfc54", + "api_calls": 0, + "input_tokens": 22506, + "cached_input_tokens": 19840, + "output_tokens": 819, + "total_tokens": 23325, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2415, + "estimated_output_tokens": 341, + "estimated_total_tokens": 2756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23345.25, + "sql_execution_elapsed_ms_total": 49.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f4593337039cfc54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c75e4d8c2d6b3a434d670b13070d7b5a1824e414 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:10:55.475468+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23345.25, "started_at": "2026-05-04T09:10:32.099057+00:00", "ended_at": "2026-05-04T09:10:55.444527+00:00", "prompt_metrics": {"chars": 7550, "bytes_utf8": 7550, "lines": 233, "estimated_tokens": 2415}, "response_metrics": {"chars": 1148, "bytes_utf8": 1148, "lines": 1, "estimated_tokens": 341}, "usage": {"input_tokens": 22506, "cached_input_tokens": 19840, "output_tokens": 819}, "stderr_preview": "2026-05-04T09:10:32.270958Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:10:34.730335Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.95\\n GROUP BY \\\"group_col\\\"\\n)\\nSELECT\\n \\\"groups\\\".\\\"g\\\",\\n \\\"percentiles\\\".\\\"conditional_percentile\\\"\\nFROM \\\"groups\\\"\\nLEFT JOIN \\\"percentiles\\\"\\n ON \\\"groups\\\".\\\"g\\\" = \\\"percentiles\\\".\\\"group_col\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST() to emulate the 0.95 conditional quantile and CASTs \\\"40.092\\\" from TEXT to REAL. Because the condition is \\\"g"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c51a3f3f32dac8942b8090716abd9b2e3876df73 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f4593337039cfc54/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f4593337039cfc54", + "api_calls": 0, + "input_tokens": 22506, + "cached_input_tokens": 19840, + "output_tokens": 819, + "total_tokens": 23325, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2415, + "estimated_output_tokens": 341, + "estimated_total_tokens": 2756, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23345.25, + "sql_execution_elapsed_ms_total": 49.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f4593337039cfc54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27826ba1a422e78ae5d89d81712f4a2df28b2a60 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": 2362}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aeb63401eccfe39e0420a82c8602a0f5dd4a0f8c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f846993d4dfc95fa", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 181, + "total_tokens": 22634, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2465, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11515.57, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f846993d4dfc95fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0bb3aa0f56a4e4bc4c61f6841f0cad4d1bd40b6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:02:08.701985+00:00", + "ended_at": "2026-05-04T09:02:20.210336+00:00", + "elapsed_ms": 11515.57, + "prompt_metrics": { + "chars": 7305, + "bytes_utf8": 7305, + "lines": 231, + "estimated_tokens": 2362 + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 397, + "bytes_utf8": 397, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 181 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be1a68c0e41fe677ceb60e3db7b701f861b55ba7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,231 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed0669e1f2a5c9f95dc3372bbad421ae15f3f37a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df239-35b3-71b2-99be-b54f84f5961f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"g\\\", condition_col=\\\"g\\\", and condition_value='g'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22453,"cached_input_tokens":19840,"output_tokens":181}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0456abc0ac2171aef32962c2e6114cdf8975985 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"g\", condition_col=\"g\", and condition_value='g'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b628ca9b55d597d3797b2ade857d7a40fe26f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:02:08.871876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:02:11.336068Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:02:19.332753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48ebef7629c03ac53e6437b3a95238bba207d0e3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g. +Result preview: [{"g": "g", "condition_rate": 1.0}, {"g": "h", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf6aeb5315683d5bd4fb7e754906e83ec9b7abda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f846993d4dfc95fa +-- problem_id: v2p_n11_ed87376dd1d5a7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01b1dd304401f3cf66b3ddc966dcfba1adabfe43 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"g\",\n AVG(CASE WHEN \"g\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"n11\"\nGROUP BY \"g\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"g\\\",\\n AVG(CASE WHEN \\\"g\\\" = 'g' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"n11\\\"\\nGROUP BY \\\"g\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"g\", \"condition_rate\"], \"rows\": [{\"g\": \"g\", \"condition_rate\": 1.0}, {\"g\": \"h\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.01}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b21c2f3472e51ae80d1be58baa8d925eec6c4a93 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:02:08.696473+00:00", + "ended_at": "2026-05-04T09:02:20.259043+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f846993d4dfc95fa", + "problem_id": "v2p_n11_ed87376dd1d5a7d1", + "dataset_id": "n11", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=g, condition_col=g.", + "bindings": { + "group_col": "g", + "condition_col": "g", + "condition_value": "g", + "positive_value": "g", + "negative_value": "h", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.28525, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f846993d4dfc95fa.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f846993d4dfc95fa", + "api_calls": 0, + "input_tokens": 22453, + "cached_input_tokens": 19840, + "output_tokens": 181, + "total_tokens": 22634, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2362, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2465, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11515.57, + "sql_execution_elapsed_ms_total": 10.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f846993d4dfc95fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..390ce030fd1a7e0b789bcb3acd8c1790c60e0f9e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f846993d4dfc95fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:02:20.239457+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11515.57, "started_at": "2026-05-04T09:02:08.701985+00:00", "ended_at": "2026-05-04T09:02:20.210336+00:00", "prompt_metrics": {"chars": 7305, "bytes_utf8": 7305, "lines": 231, "estimated_tokens": 2362}, "response_metrics": {"chars": 397, "bytes_utf8": 397, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22453, "cached_input_tokens": 19840, "output_tokens": 181}, "stderr_preview": "2026-05-04T09:02:08.871876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:02:11.336068Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ded97bdd2a6f5f1ac27ab9302a88397d20b0c0d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df23c-0fe7-73f2-8521-d2c90754ea54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"g\\\" and measure_col=\\\"0.1982\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22409,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c39e807fc6eda4a99c5a544b1bf9cc443d0db28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"g\" and measure_col=\"0.1982\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53c1c1f04d598f8290d484723ecd1b7c4c7d451 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:05:15.807535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:05:18.205393Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:05:26.295532Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5fb72921b3fbe3ed058a02df9be858e87063c50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982. +Result preview: [{"g": "g", "avg_measure": 0.2150489092531019}, {"g": "h", "avg_measure": 0.21393726076555025}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7474bcffb02db8c6139e9335bf3401e7371d9a37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f8ad1e5939c8a0bb +-- problem_id: v2p_n11_746c0f5916d30ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d703df5980c5076d5fe6c79611c39fcca0a4d02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"g\",\n AVG(CAST(\"0.1982\" AS REAL)) OVER (PARTITION BY \"g\") AS avg_measure\nFROM \"n11\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"g\\\",\\n AVG(CAST(\\\"0.1982\\\" AS REAL)) OVER (PARTITION BY \\\"g\\\") AS avg_measure\\nFROM \\\"n11\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"g\", \"avg_measure\"], \"rows\": [{\"g\": \"g\", \"avg_measure\": 0.2150489092531019}, {\"g\": \"h\", \"avg_measure\": 0.21393726076555025}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 61.79}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..841970f50f82a12620a08867b4405570a58568a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:05:15.635844+00:00", + "ended_at": "2026-05-04T09:05:27.158892+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_f8ad1e5939c8a0bb", + "problem_id": "v2p_n11_746c0f5916d30ae5", + "dataset_id": "n11", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.1982.", + "bindings": { + "group_col": "g", + "measure_col": "0.1982", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.2474, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_f8ad1e5939c8a0bb.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_f8ad1e5939c8a0bb", + "api_calls": 0, + "input_tokens": 22409, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22564, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2318, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2419, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11424.94, + "sql_execution_elapsed_ms_total": 61.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_f8ad1e5939c8a0bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8403ebb7bedc229c13ada34c2c07bbd237650142 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_f8ad1e5939c8a0bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:05:27.087295+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11424.94, "started_at": "2026-05-04T09:05:15.639654+00:00", "ended_at": "2026-05-04T09:05:27.057487+00:00", "prompt_metrics": {"chars": 7149, "bytes_utf8": 7149, "lines": 228, "estimated_tokens": 2318}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22409, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T09:05:15.807535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:05:18.205393Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19f49f4cc73e6053a3fe0961de1b1bdd17511e4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v3\n-- sql_source_label: v3_current\n-- sql_source_run_id: v3_cli_20260504_071000_a\n-- sql_source_dataset_id: n11\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n11_fab6e303d3d97424\n-- problem_id: v2p_n11_c1f7c140bfc37097\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"2.6449\",\n COUNT(*) AS support,\n AVG(\"28.7967\") AS avg_response\nFROM \"n11\"\nGROUP BY \"2.6449\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v3\\n-- sql_source_label: v3_current\\n-- sql_source_run_id: v3_cli_20260504_071000_a\\n-- sql_source_dataset_id: n11\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n11_fab6e303d3d97424\\n-- problem_id: v2p_n11_c1f7c140bfc37097\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"2.6449\\\",\\n COUNT(*) AS support,\\n AVG(\\\"28.7967\\\") AS avg_response\\nFROM \\\"n11\\\"\\nGROUP BY \\\"2.6449\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"2.6449\", \"support\", \"avg_response\"], \"rows\": [{\"2.6449\": \"2.1508\", \"support\": 27, \"avg_response\": 17.108003703703705}, {\"2.6449\": \"2.0774\", \"support\": 24, \"avg_response\": 17.575804166666668}, {\"2.6449\": \"2.1287\", \"support\": 24, \"avg_response\": 17.55205833333333}, {\"2.6449\": \"2.1319\", \"support\": 23, \"avg_response\": 16.88841304347826}, {\"2.6449\": \"2.3139\", \"support\": 22, \"avg_response\": 21.66526818181818}, {\"2.6449\": \"2.1414\", \"support\": 22, \"avg_response\": 19.22947272727273}, {\"2.6449\": \"2.1351\", \"support\": 22, \"avg_response\": 15.41274090909091}, {\"2.6449\": \"2.3936\", \"support\": 21, \"avg_response\": 28.507257142857146}, {\"2.6449\": \"2.29\", \"support\": 21, \"avg_response\": 21.04332380952381}, {\"2.6449\": \"2.5315\", \"support\": 20, \"avg_response\": 32.230715}, {\"2.6449\": \"2.3589\", \"support\": 20, \"avg_response\": 23.64254}, {\"2.6449\": \"2.3483\", \"support\": 20, \"avg_response\": 21.744395}, {\"2.6449\": \"2.1717\", \"support\": 20, \"avg_response\": 16.900685000000003}, {\"2.6449\": \"2.4526\", \"support\": 19, \"avg_response\": 31.7769}, {\"2.6449\": \"2.4914\", \"support\": 19, \"avg_response\": 31.456947368421055}, {\"2.6449\": \"2.3454\", \"support\": 19, \"avg_response\": 23.321163157894738}, {\"2.6449\": \"2.4158\", \"support\": 19, \"avg_response\": 23.293684210526315}, {\"2.6449\": \"2.2504\", \"support\": 19, \"avg_response\": 22.776326315789476}, {\"2.6449\": \"2.0881\", \"support\": 19, \"avg_response\": 17.531005263157894}, {\"2.6449\": \"2.2\", \"support\": 19, \"avg_response\": 17.234063157894738}, {\"2.6449\": \"2.1189\", \"support\": 19, \"avg_response\": 17.081557894736843}, {\"2.6449\": \"2.3531\", \"support\": 18, \"avg_response\": 28.416283333333332}, {\"2.6449\": \"2.4541\", \"support\": 18, \"avg_response\": 26.942083333333333}, {\"2.6449\": \"2.3927\", \"support\": 18, \"avg_response\": 25.402927777777776}, {\"2.6449\": \"2.3493\", \"support\": 18, \"avg_response\": 24.934849999999997}, {\"2.6449\": \"2.3664\", \"support\": 18, \"avg_response\": 23.903122222222223}, {\"2.6449\": \"2.2625\", \"support\": 18, \"avg_response\": 23.245433333333335}, {\"2.6449\": \"2.2672\", \"support\": 18, \"avg_response\": 20.90345}, {\"2.6449\": \"2.1222\", \"support\": 18, \"avg_response\": 19.03472777777778}, {\"2.6449\": \"2.0986\", \"support\": 18, \"avg_response\": 17.950705555555558}, {\"2.6449\": \"2.1383\", \"support\": 18, \"avg_response\": 17.89226111111111}, {\"2.6449\": \"2.1538\", \"support\": 18, \"avg_response\": 16.87723888888889}, {\"2.6449\": \"2.1569\", \"support\": 18, \"avg_response\": 15.758366666666667}, {\"2.6449\": \"2.1658\", \"support\": 18, \"avg_response\": 15.576344444444446}, {\"2.6449\": \"2.4362\", \"support\": 17, \"avg_response\": 35.45249411764706}, {\"2.6449\": \"2.4955\", \"support\": 17, \"avg_response\": 31.538135294117644}, {\"2.6449\": \"2.4609\", \"support\": 17, \"avg_response\": 28.97574117647059}, {\"2.6449\": \"2.2577\", \"support\": 17, \"avg_response\": 23.96858235294118}, {\"2.6449\": \"2.2148\", \"support\": 17, \"avg_response\": 22.94890588235294}, {\"2.6449\": \"2.2405\", \"support\": 17, \"avg_response\": 22.779641176470587}, {\"2.6449\": \"2.3064\", \"support\": 17, \"avg_response\": 21.99298823529412}, {\"2.6449\": \"2.2601\", \"support\": 17, \"avg_response\": 21.04955882352941}, {\"2.6449\": \"2.2553\", \"support\": 17, \"avg_response\": 20.893435294117648}, {\"2.6449\": \"2.2889\", \"support\": 17, \"avg_response\": 20.67884705882353}, {\"2.6449\": \"2.2529\", \"support\": 17, \"avg_response\": 20.48474117647059}, {\"2.6449\": \"2.238\", \"support\": 17, \"avg_response\": 20.30300588235294}, {\"2.6449\": \"2.3032\", \"support\": 17, \"avg_response\": 20.293311764705884}, {\"2.6449\": \"2.1055\", \"support\": 17, \"avg_response\": 18.053370588235296}, {\"2.6449\": \"2.1599\", \"support\": 17, \"avg_response\": 17.597835294117647}, {\"2.6449\": \"2.0846\", \"support\": 17, \"avg_response\": 16.711176470588235}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.42}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b945ef8c439f0a973655c58c0bc680076608410e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:41:38.490761+00:00", + "ended_at": "2026-05-04T09:41:38.515684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fab6e303d3d97424", + "problem_id": "v2p_n11_c1f7c140bfc37097", + "dataset_id": "n11", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=28.7967, key_col=2.6449.", + "bindings": { + "key_col": "2.6449", + "measure_col": "28.7967", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_fab6e303d3d97424.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fab6e303d3d97424/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44cf7ee4e6c1ced4c22fd543016c2f76d0fb1c51 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7349, "bytes_utf8": 7349, "lines": 232, "estimated_tokens": 2391}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22480, "cached_input_tokens": 19840, "output_tokens": 190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ac7e4051baabbd329ae8aa3783b36e7b08e4cb3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fd461a0707181394", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 19840, + "output_tokens": 190, + "total_tokens": 22670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12112.73, + "sql_execution_elapsed_ms_total": 11.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_fd461a0707181394\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..545684a1f657d59e8c438cabd2c1f8b1668d7fe8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:21:26.550204+00:00", + "ended_at": "2026-05-04T09:21:38.662856+00:00", + "elapsed_ms": 12112.73, + "prompt_metrics": { + "chars": 7349, + "bytes_utf8": 7349, + "lines": 232, + "estimated_tokens": 2391 + }, + "stdout_metrics": { + "chars": 867, + "bytes_utf8": 867, + "lines": 4, + "estimated_tokens": 268 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13274 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 529, + "bytes_utf8": 529, + "lines": 1, + "estimated_tokens": 150 + }, + "usage": { + "input_tokens": 22480, + "cached_input_tokens": 19840, + "output_tokens": 190 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..358ac5bc2872e6270c219bced8d57970b00fa18f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,232 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..731ca941605441b71719ca3db96e8a1c8d6dfd94 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df24a-e0c4-77f2-8d04-e6f1682fd3ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"28.7967\\\", predicate_op=\\\">=\\\", predicate_value=70.12685, top_k=18. Applied CAST(... AS REAL) because the schema types are TEXT but the template requires numeric filtering and summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22480,"cached_input_tokens":19840,"output_tokens":190}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08d4c08b91bd90de7bcdddfdb1a47f287cfb4932 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"28.7967\" AS REAL) >= 70.12685\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided template with fixed bindings: group_col=\"g\", measure_col=\"0.3918\", predicate_col=\"28.7967\", predicate_op=\">=\", predicate_value=70.12685, top_k=18. Applied CAST(... AS REAL) because the schema types are TEXT but the template requires numeric filtering and summation."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27ad332f92f0c7690b022dbcdf279d888b923e4d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:21:26.784386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:21:29.142272Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:21:37.886740Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d383b51d2b1c9131038e821039394d3637585b6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918. +Result preview: [{"g": "h", "total_measure": 546.0097}, {"g": "g", "total_measure": 464.5294}] \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a6ef664ad7b08012a55e05219915162aa1ee7bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_fd461a0707181394 +-- problem_id: v2p_n11_1a17f2e8cb6956ec +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("28.7967" AS REAL) >= 70.12685 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04bf8446f8f1ddd0437e2530602b8ce73158ec67 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"g\", SUM(CAST(\"0.3918\" AS REAL)) AS total_measure\nFROM \"n11\"\nWHERE CAST(\"28.7967\" AS REAL) >= 70.12685\nGROUP BY \"g\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"g\\\", SUM(CAST(\\\"0.3918\\\" AS REAL)) AS total_measure\\nFROM \\\"n11\\\"\\nWHERE CAST(\\\"28.7967\\\" AS REAL) >= 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"g\", \"total_measure\"], \"rows\": [{\"g\": \"h\", \"total_measure\": 546.0097}, {\"g\": \"g\", \"total_measure\": 464.5294}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.37}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b765f3d29161c82c2cac00b756ce5188f7fc198d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:21:26.545340+00:00", + "ended_at": "2026-05-04T09:21:38.705799+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_fd461a0707181394", + "problem_id": "v2p_n11_1a17f2e8cb6956ec", + "dataset_id": "n11", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=g, measure_col=0.3918.", + "bindings": { + "group_col": "g", + "measure_col": "0.3918", + "predicate_col": "28.7967", + "predicate_op": ">=", + "predicate_value": 70.12685, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.4424, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_fd461a0707181394.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fd461a0707181394", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 19840, + "output_tokens": 190, + "total_tokens": 22670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12112.73, + "sql_execution_elapsed_ms_total": 11.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_fd461a0707181394\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..683fad944fa0b1fb7386bb5177bf0f1acd76c7e8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:21:38.686943+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12112.73, "started_at": "2026-05-04T09:21:26.550204+00:00", "ended_at": "2026-05-04T09:21:38.662856+00:00", "prompt_metrics": {"chars": 7349, "bytes_utf8": 7349, "lines": 232, "estimated_tokens": 2391}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22480, "cached_input_tokens": 19840, "output_tokens": 190}, "stderr_preview": "2026-05-04T09:21:26.784386Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:21:29.142272Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 70.12685\\nGROUP BY \\\"g\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"g\\\", measure_col=\\\"0.3918\\\", predicate_col=\\\"28.7967\\\", predicate_op=\\\">=\\\", predicate_value=70.12685, top_k=18. Applied CAST(... AS REAL) because the schema types are TEXT but the template requires numeric filtering and summation.\"}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/usage_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..604c975ddf147280903b8c3bc65f38ddfc9e0ed1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_fd461a0707181394/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_fd461a0707181394", + "api_calls": 0, + "input_tokens": 22480, + "cached_input_tokens": 19840, + "output_tokens": 190, + "total_tokens": 22670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2391, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2541, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12112.73, + "sql_execution_elapsed_ms_total": 11.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_fd461a0707181394\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/conversation.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30e0ae719a342d52412ccb86e2e957c36b43a505 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 7253, "bytes_utf8": 7253, "lines": 226, "estimated_tokens": 2363}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 390}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/session_summary.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dd4a0f867488f123112d1e50f66f71e495ad5a12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ffb74ca81c437222", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 390, + "total_tokens": 22844, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2506, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16095.25, + "sql_execution_elapsed_ms_total": 91.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ffb74ca81c437222\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_attempt_1.metadata.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9b9aef00fd8969e4e2fb9958aa327ec44387573d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T09:33:15.484803+00:00", + "ended_at": "2026-05-04T09:33:31.577998+00:00", + "elapsed_ms": 16095.25, + "prompt_metrics": { + "chars": 7253, + "bytes_utf8": 7253, + "lines": 226, + "estimated_tokens": 2363 + }, + "stdout_metrics": { + "chars": 816, + "bytes_utf8": 816, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 143 + }, + "usage": { + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 390 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_prompt_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1991d61e506839ddc106a028f915dda4c59c92f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,226 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n11 +- dataset_name: Magic Gamma Telescope +- table_name: n11 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 10 feature columns and target `g`. +- task_type: classification +- target_column: g +- main_row_count: 19019 +- important_fields: +- 28.7967: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 28.7967. +- 16.0021: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 16.0021. +- 2.6449: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 2.6449. +- 0.3918: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.3918. +- 0.1982: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for 0.1982. +- 27.7004: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 27.7004. +- 22.011: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 22.011. +- -8.2027: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 8.2027. +- 40.092: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 40.092. +- 81.8828: role=feature, type=identifier_numeric. tags=['identifier', 'probe_exclude', 'high_cardinality_candidate'] desc=Identifier-like field for 81.8828. +- g: role=target, type=binary_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for g. +- useful_field_combinations: [['g', '2.6449', 'g'], ['2.6449', '0.3918', 'g']] +- fields_requiring_caution: ['g', '2.6449', '0.3918', '0.1982'] +- source_url: https://archive.ics.uci.edu/dataset/159/magic+gamma+telescope + +SQLite schema snapshot: +{ + "table_name": "n11", + "quoted_table_name": "\"n11\"", + "row_count": 19019, + "columns": [ + { + "name": "28.7967", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "16.0021", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "2.6449", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.3918", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "0.1982", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "27.7004", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "22.011", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "-8.2027", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "40.092", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "81.8828", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "g", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "28.7967": "31.6036", + "16.0021": "11.7235", + "2.6449": "2.5185", + "0.3918": "0.5303", + "0.1982": "0.3773", + "27.7004": "26.2722", + "22.011": "23.8238", + "-8.2027": "-9.9574", + "40.092": "6.3609", + "81.8828": "205.261", + "g": "g" + }, + { + "28.7967": "162.052", + "16.0021": "136.031", + "2.6449": "4.0612", + "0.3918": "0.0374", + "0.1982": "0.0187", + "27.7004": "116.741", + "22.011": "-64.858", + "-8.2027": "-45.216", + "40.092": "76.96", + "81.8828": "256.788", + "g": "g" + }, + { + "28.7967": "23.8172", + "16.0021": "9.5728", + "2.6449": "2.3385", + "0.3918": "0.6147", + "0.1982": "0.3922", + "27.7004": "27.2107", + "22.011": "-6.4633", + "-8.2027": "-7.1513", + "40.092": "10.449", + "81.8828": "116.737", + "g": "g" + }, + { + "28.7967": "75.1362", + "16.0021": "30.9205", + "2.6449": "3.1611", + "0.3918": "0.3168", + "0.1982": "0.1832", + "27.7004": "-5.5277", + "22.011": "28.5525", + "-8.2027": "21.8393", + "40.092": "4.648", + "81.8828": "356.462", + "g": "g" + }, + { + "28.7967": "51.624", + "16.0021": "21.1502", + "2.6449": "2.9085", + "0.3918": "0.242", + "0.1982": "0.134", + "27.7004": "50.8761", + "22.011": "43.1887", + "-8.2027": "9.8145", + "40.092": "3.613", + "81.8828": "238.098", + "g": "g" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n11", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_response_attempt_1.raw.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c31c46a75c517ed07d5b6a792b3aafdb1b57094d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df255-b200-7c80-b2ef-d7be04a61cee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"81.8828\\\" AS REAL) AS \\\"81.8828\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"81.8828\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"81.8828\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"81.8828\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"81.8828\\\" and num_tiles=10. Cast to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22454,"cached_input_tokens":21888,"output_tokens":390}} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_response_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7423d56373189fdfcc03a0ce6e2fb0c6efafdb10 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"81.8828\" AS REAL) AS \"81.8828\",\n NTILE(10) OVER (ORDER BY CAST(\"81.8828\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"81.8828\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"81.8828\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"81.8828\" and num_tiles=10. Cast to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_stderr_attempt_1.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d47f56d1c64141e4dd5769e876556eab73a1c20 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T09:33:15.710628Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T09:33:18.260034Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T09:33:30.918850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/final_answer.txt b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bf5122811e2785a2a6a416365b416fdc577cd02 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828. +Result preview: [{"81.8828": 495.561}, {"81.8828": 466.4078}, {"81.8828": 450.953}, {"81.8828": 450.402}, {"81.8828": 450.349}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/generated_sql.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8baa8b94eda33f3339a9d620b045aac11ce5be31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_ffb74ca81c437222 +-- problem_id: v2p_n11_0db322f76e7bf1de +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("81.8828" AS REAL) AS "81.8828", + NTILE(10) OVER (ORDER BY CAST("81.8828" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "81.8828" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "81.8828" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/query_results.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3cfee840288f35c5161c9d5a387fecfb3dd6ea9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"81.8828\" AS REAL) AS \"81.8828\",\n NTILE(10) OVER (ORDER BY CAST(\"81.8828\" AS REAL) DESC) AS tail_bucket\n FROM \"n11\"\n)\nSELECT \"81.8828\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"81.8828\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"81.8828\\\" AS REAL) AS \\\"81.8828\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"81.8828\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n11\\\"\\n)\\nSELECT \\\"81.8828\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"81.8828\\\" DESC;\", \"columns\": [\"81.8828\"], \"rows\": [{\"81.8828\": 495.561}, {\"81.8828\": 466.4078}, {\"81.8828\": 450.953}, {\"81.8828\": 450.402}, {\"81.8828\": 450.349}, {\"81.8828\": 448.0295}, {\"81.8828\": 446.488}, {\"81.8828\": 438.901}, {\"81.8828\": 438.8574}, {\"81.8828\": 437.477}, {\"81.8828\": 433.743}, {\"81.8828\": 431.641}, {\"81.8828\": 430.119}, {\"81.8828\": 428.409}, {\"81.8828\": 425.5181}, {\"81.8828\": 425.267}, {\"81.8828\": 425.028}, {\"81.8828\": 424.215}, {\"81.8828\": 423.917}, {\"81.8828\": 423.687}, {\"81.8828\": 423.1071}, {\"81.8828\": 422.5991}, {\"81.8828\": 422.435}, {\"81.8828\": 421.3535}, {\"81.8828\": 421.2666}, {\"81.8828\": 419.4727}, {\"81.8828\": 418.231}, {\"81.8828\": 417.993}, {\"81.8828\": 417.0261}, {\"81.8828\": 416.461}, {\"81.8828\": 416.326}, {\"81.8828\": 415.925}, {\"81.8828\": 414.5126}, {\"81.8828\": 413.4033}, {\"81.8828\": 413.1541}, {\"81.8828\": 413.0706}, {\"81.8828\": 412.636}, {\"81.8828\": 411.468}, {\"81.8828\": 410.94}, {\"81.8828\": 409.762}, {\"81.8828\": 409.5022}, {\"81.8828\": 409.482}, {\"81.8828\": 409.2248}, {\"81.8828\": 409.048}, {\"81.8828\": 408.4844}, {\"81.8828\": 408.453}, {\"81.8828\": 408.3166}, {\"81.8828\": 407.4667}, {\"81.8828\": 407.441}, {\"81.8828\": 407.345}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 91.43}"} diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/run_manifest.json b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c69f3d4ae18115d24c90a9d7684a334b09f6ddd2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v3_cli_20260504_071000_a", + "dataset_id": "n11", + "started_at": "2026-05-04T09:33:15.479876+00:00", + "ended_at": "2026-05-04T09:33:31.705617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n11_ffb74ca81c437222", + "problem_id": "v2p_n11_0db322f76e7bf1de", + "dataset_id": "n11", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=81.8828.", + "bindings": { + "measure_col": "81.8828", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 240.56455, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v3", + "sql_source_version": "v3", + "sql_source_label": "v3_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\sql\\v2q_n11_ffb74ca81c437222.sql", + "usage_summary": { + "dataset_id": "n11", + "model": "v2-cli:codex", + "run_id": "v2q_n11_ffb74ca81c437222", + "api_calls": 0, + "input_tokens": 22454, + "cached_input_tokens": 21888, + "output_tokens": 390, + "total_tokens": 22844, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2363, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2506, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16095.25, + "sql_execution_elapsed_ms_total": 91.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v3\\runs\\v3_cli_20260504_071000_a\\n11\\artifacts\\v2q_n11_ffb74ca81c437222\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/trace.jsonl b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..715e4b17982f2aa88f468d1f3cb5252dfa7f290e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/artifacts/v2q_n11_ffb74ca81c437222/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T09:33:31.600975+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16095.25, "started_at": "2026-05-04T09:33:15.484803+00:00", "ended_at": "2026-05-04T09:33:31.577998+00:00", "prompt_metrics": {"chars": 7253, "bytes_utf8": 7253, "lines": 226, "estimated_tokens": 2363}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22454, "cached_input_tokens": 21888, "output_tokens": 390}, "stderr_preview": "2026-05-04T09:33:15.710628Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T09:33:18.260034Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_01beefc3cbf66fa4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_01beefc3cbf66fa4.sql new file mode 100644 index 0000000000000000000000000000000000000000..01c222a0973b666ae090da72eece17e3cf7d190e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_01beefc3cbf66fa4.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_01beefc3cbf66fa4 +-- problem_id: v2p_n11_1c4765a26ce6381c +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("40.092" AS REAL)) AS mean_val, + SQRT(AVG(CAST("40.092" AS REAL) * CAST("40.092" AS REAL)) - AVG(CAST("40.092" AS REAL)) * AVG(CAST("40.092" AS REAL))) AS stddev_val + FROM "n11" +), +scored AS ( + SELECT + "n11".*, + (CAST("40.092" AS REAL) - stats.mean_val) / NULLIF(stats.stddev_val, 0) AS z_score + FROM "n11" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("40.092" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0326a419846bdd72.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0326a419846bdd72.sql new file mode 100644 index 0000000000000000000000000000000000000000..87161d85dbcb3f037fbeaa5a2e3862d3458d6343 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0326a419846bdd72.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_0326a419846bdd72 +-- problem_id: v2p_n11_20990acb2a48a964 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "40.092", + NTILE(10) OVER (ORDER BY CAST("40.092" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "40.092" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("40.092" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_032cc1b7ece7b0f3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_032cc1b7ece7b0f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..dade0739b38603f9950e5de0cae90816ab9abd26 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_032cc1b7ece7b0f3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_032cc1b7ece7b0f3 +-- problem_id: v2p_n11_ed3c1560e0a21f0a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.3918" AS REAL)) > 0.5037 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_034cc6d6c16053cc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_034cc6d6c16053cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b20511397b46130250259a65a6be2f1454e8294 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_034cc6d6c16053cc.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_034cc6d6c16053cc +-- problem_id: v2p_n11_effd00b2341ead30 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("0.1982" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("0.1982" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "0.1982" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY "rn" + ) AS "pick_order" + FROM "ranked" + WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INT) +) +SELECT + "g", + "percentile_measure" +FROM "picked" +WHERE "pick_order" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0385f4e3a3a31962.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0385f4e3a3a31962.sql new file mode 100644 index 0000000000000000000000000000000000000000..afdf835becc1a71912e52e4f8b01a42c1b789999 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0385f4e3a3a31962.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_0385f4e3a3a31962 +-- problem_id: v2p_n11_e3ef7fde55c7885e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("27.7004" AS REAL)) > 16.369688 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0443c9a0e463701f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0443c9a0e463701f.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d8e1bd2c907fedf62965a91c0f9df22a22edea0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0443c9a0e463701f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_0443c9a0e463701f +-- problem_id: v2p_n11_4f6f77f872e811fa +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_05a5ecd765dc035e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_05a5ecd765dc035e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f675cee56806aff3d47f0d47784cfa11277bfa9a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_05a5ecd765dc035e.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_05a5ecd765dc035e +-- problem_id: v2p_n11_eb2d1484e2a01ba6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_val", + CAST("81.8828" AS REAL) AS "measure_val", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' +) +SELECT + "base"."g", + ( + SELECT MIN("r"."measure_val") + FROM "ranked" AS "r" + WHERE "r"."group_val" = "base"."g" + AND "r"."rn" >= 0.9 * "r"."cnt" + ) AS "conditional_percentile" +FROM "n11" AS "base" +GROUP BY "base"."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_071f53338fbc141a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_071f53338fbc141a.sql new file mode 100644 index 0000000000000000000000000000000000000000..09680cb08d906cadb1b7e36f11ace81992040d7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_071f53338fbc141a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_071f53338fbc141a +-- problem_id: v2p_n11_adf52683b5008f31 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_082ca6052f20fa27.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_082ca6052f20fa27.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f7e91b34c1f2ca7084d9926ef55abeb9870dddb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_082ca6052f20fa27.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_082ca6052f20fa27 +-- problem_id: v2p_n11_86584952b0423f02 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_09d8ac167155cbf9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_09d8ac167155cbf9.sql new file mode 100644 index 0000000000000000000000000000000000000000..52c43de572a16cb90047bc5a81d5d782727953d5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_09d8ac167155cbf9.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_09d8ac167155cbf9 +-- problem_id: v2p_n11_35941f42471aa8f4 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0b5129a048ba39ff.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0b5129a048ba39ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..163a0161015862d3854bcec18f790c71e56b2e7f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0b5129a048ba39ff.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_0b5129a048ba39ff +-- problem_id: v2p_n11_18d9578c1d1e4e75 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("-8.2027" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "-8.2027" IS NOT NULL + AND TRIM("-8.2027") <> '' +) +SELECT + "g", + "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0c5526920c3bba15.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0c5526920c3bba15.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b5d2c2bdb3d79f7b0c4dc3ccf38b7dd49fa40d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0c5526920c3bba15.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_0c5526920c3bba15 +-- problem_id: v2p_n11_e946c0dc535391f0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("16.0021" AS REAL) <= 24.73995 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0d481f0b95f76201.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0d481f0b95f76201.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e6444efd66dcd934d0a85601d1d5f0b5b5a352a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0d481f0b95f76201.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_0d481f0b95f76201 +-- problem_id: v2p_n11_1691aff07f4b7578 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0fbd5a1241de8602.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0fbd5a1241de8602.sql new file mode 100644 index 0000000000000000000000000000000000000000..56b69e47ad0c17491731fdff28e8cae135d0dc13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_0fbd5a1241de8602.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_0fbd5a1241de8602 +-- problem_id: v2p_n11_a533f6d4ef9c76c4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_11499476885c8b92.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_11499476885c8b92.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6716b1d3d13ea4fd145816657142f7ac1b9e969 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_11499476885c8b92.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_11499476885c8b92 +-- problem_id: v2p_n11_d1d7060e824360e1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1230a0e6366ee6c8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1230a0e6366ee6c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..ecd201c9494aa976341727e8af9ce9f479d0b5de --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1230a0e6366ee6c8.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_1230a0e6366ee6c8 +-- problem_id: v2p_n11_52a76c632003fa11 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("40.092" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "40.092" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_14a1b336f7927783.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_14a1b336f7927783.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6fd4e241500eedb4606db95caa20f34c043d00a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_14a1b336f7927783.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_14a1b336f7927783 +-- problem_id: v2p_n11_316d23bf028a399a +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g", + CAST("28.7967" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'h' + AND "28.7967" IS NOT NULL +), +"quantiles" AS ( + SELECT + "g", + "measure_value" AS "conditional_percentile" + FROM "filtered" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999 AS INTEGER) +) +SELECT + "groups"."g", + "quantiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "quantiles" + ON "groups"."g" = "quantiles"."g" +ORDER BY "quantiles"."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_15837ecb651b70c9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_15837ecb651b70c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e75884198c2cac7046a866e861ddb8f3d97fbbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_15837ecb651b70c9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_15837ecb651b70c9 +-- problem_id: v2p_n11_1a4b0b001b25555b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_16c8394a75026e53.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_16c8394a75026e53.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea4b1165992c599c18211913d832f51aa351951a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_16c8394a75026e53.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_16c8394a75026e53 +-- problem_id: v2p_n11_7a5989d3b6ada75f +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("-8.2027" AS REAL)) AS "mean_val", + AVG(CAST("-8.2027" AS REAL) * CAST("-8.2027" AS REAL)) AS "mean_sq" + FROM "n11" +), +"scored" AS ( + SELECT + "n11".*, + (CAST("n11"."-8.2027" AS REAL) - "stats"."mean_val") / + NULLIF(SQRT("stats"."mean_sq" - ("stats"."mean_val" * "stats"."mean_val")), 0) AS "z_score" + FROM "n11" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("-8.2027" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1a29dbd3a931787c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1a29dbd3a931787c.sql new file mode 100644 index 0000000000000000000000000000000000000000..19f0097321ae417c30b4b6ee708d85410b02c208 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1a29dbd3a931787c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_1a29dbd3a931787c +-- problem_id: v2p_n11_5ed92ddfb2416ad9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1ab2f0f1cab0085f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1ab2f0f1cab0085f.sql new file mode 100644 index 0000000000000000000000000000000000000000..df202b8e3807bb63803ec0db130ea0ea5ff40850 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1ab2f0f1cab0085f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_1ab2f0f1cab0085f +-- problem_id: v2p_n11_d152e96626c6976e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1b9e351363000070.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1b9e351363000070.sql new file mode 100644 index 0000000000000000000000000000000000000000..00aaae86ac91b57ce40eebfb368cb891c3d87b6f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1b9e351363000070.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_1b9e351363000070 +-- problem_id: v2p_n11_e7e343e05e8a39ca +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1db970219d2f536a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1db970219d2f536a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c60487ffbe2c06b3c68a3c646a8820cbe484241 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1db970219d2f536a.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_1db970219d2f536a +-- problem_id: v2p_n11_eb9f3788238b4dcb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.3918" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1eb6893a30ef14da.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1eb6893a30ef14da.sql new file mode 100644 index 0000000000000000000000000000000000000000..e5e16bb1f8a69e27783880ff66acbefadb402164 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1eb6893a30ef14da.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_1eb6893a30ef14da +-- problem_id: v2p_n11_b0d46ae42cd37011 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("28.7967" AS REAL)) > 70.12685 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1f119eccf97b513b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1f119eccf97b513b.sql new file mode 100644 index 0000000000000000000000000000000000000000..317827483d7fc643ad129e28bd897a85c4fd190e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_1f119eccf97b513b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_1f119eccf97b513b +-- problem_id: v2p_n11_941f1da79536a495 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_21ac402f1c9cc2f3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_21ac402f1c9cc2f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..32ad8e0896c79be72da2afbc9ca7fa080bf45b0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_21ac402f1c9cc2f3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_21ac402f1c9cc2f3 +-- problem_id: v2p_n11_c5e6a9858e9b8478 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("2.6449" AS REAL) >= 3.1016 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2294edd4abd49618.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2294edd4abd49618.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfa9cc7584d4bb9c67224f0116610ca94b76c641 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2294edd4abd49618.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_2294edd4abd49618 +-- problem_id: v2p_n11_0ae5114235ac1328 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"ranked" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'h' + AND "22.011" IS NOT NULL +), +"picked" AS ( + SELECT + "group_col", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "groups"."g", + "picked"."measure_value" AS "conditional_percentile" +FROM "groups" +LEFT JOIN "picked" + ON "groups"."g" = "picked"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_22dc5fdb7ea59282.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_22dc5fdb7ea59282.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba05cfe985b72ee53cbbd0b6fc88cbd9d7380c45 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_22dc5fdb7ea59282.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_22dc5fdb7ea59282 +-- problem_id: v2p_n11_25296b6e3f948a99 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_233ba9f1ecf1768e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_233ba9f1ecf1768e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c41bb55bc3dc8155ee125076cc7c878a9be00cb0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_233ba9f1ecf1768e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_233ba9f1ecf1768e +-- problem_id: v2p_n11_9c64ee6a5e3f5cb2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_25465030e74246b4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_25465030e74246b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..14bf6654ea392c13ea980682867ca80a7f7d068b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_25465030e74246b4.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_25465030e74246b4 +-- problem_id: v2p_n11_651894cb70c92d07 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("27.7004" AS REAL) <= 24.06035 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_272f001b81a07d96.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_272f001b81a07d96.sql new file mode 100644 index 0000000000000000000000000000000000000000..cff7715b198e52a5364f09bf2017f46cc8d0ab58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_272f001b81a07d96.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_272f001b81a07d96 +-- problem_id: v2p_n11_422dd92543589069 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.1982" AS REAL)) > 0.28525 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2cff4b6a64a322d5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2cff4b6a64a322d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..93b5470841e98c5d1bbc29daed5a174f141f2b1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2cff4b6a64a322d5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_2cff4b6a64a322d5 +-- problem_id: v2p_n11_1d425ac89ed4307a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.3918" AS REAL)) > 0.4424 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2e732655fc31cfbd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2e732655fc31cfbd.sql new file mode 100644 index 0000000000000000000000000000000000000000..a22d0fdd7b5c57fc93ec5debda2a503ca116baa6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2e732655fc31cfbd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_2e732655fc31cfbd +-- problem_id: v2p_n11_6426e7ebd4d31ff0 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("27.7004" AS REAL) >= 24.06035 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2e91afa58353383c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2e91afa58353383c.sql new file mode 100644 index 0000000000000000000000000000000000000000..e1661c2b07cd8d33352840a31bc908b2e5954535 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_2e91afa58353383c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_2e91afa58353383c +-- problem_id: v2p_n11_ea51a5dfc6372121 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("22.011" AS REAL)) > 35.8441 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_302907686a88b09b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_302907686a88b09b.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d527bc688af9c4d697e57cba46cc86483b53382 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_302907686a88b09b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_302907686a88b09b +-- problem_id: v2p_n11_12ea41c779471213 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("-8.2027" AS REAL) >= 10.94705 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3081aa83f75b7534.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3081aa83f75b7534.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a949e0dbca0cc113cd176a9a5e145554196d82b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3081aa83f75b7534.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_3081aa83f75b7534 +-- problem_id: v2p_n11_3e96e2b77214d0d8 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("16.0021" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "16.0021" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(((0.9 * "cnt") + 0.999999) AS INTEGER) +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_309a9718e86e9ac7.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_309a9718e86e9ac7.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a93fac3f2d19c4d9a49e8b2108a29b330885246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_309a9718e86e9ac7.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_309a9718e86e9ac7 +-- problem_id: v2p_n11_29d6ed9d9c7e00b7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3138235838bc8985.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3138235838bc8985.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c8e6317f853266cc0ae23feb06dc38651e287c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3138235838bc8985.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_3138235838bc8985 +-- problem_id: v2p_n11_9569fae3547bfcb6 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_32933788fed489a0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_32933788fed489a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..99dc487da772c8f78ffbf6e0079fe62f81d16978 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_32933788fed489a0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_32933788fed489a0 +-- problem_id: v2p_n11_8dc867ed28b12a4f +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3641f83f08c4e5b1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3641f83f08c4e5b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3b5c688d56b95bc0adffdf97c9c4ff914bd0062 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3641f83f08c4e5b1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_3641f83f08c4e5b1 +-- problem_id: v2p_n11_110e2a21cd88f24a +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.3918" AS REAL) >= 0.5037 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b40b12022739a77.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b40b12022739a77.sql new file mode 100644 index 0000000000000000000000000000000000000000..240e68fce118d7bf85563bf60fe0bd18009fe489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b40b12022739a77.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_3b40b12022739a77 +-- problem_id: v2p_n11_a92915aaf56185d5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("81.8828" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b498e55f52ce049.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b498e55f52ce049.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c6e396376698cffd24cc97b8b3b03c39c27b85b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b498e55f52ce049.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_3b498e55f52ce049 +-- problem_id: v2p_n11_82f37b3d275b2bd7 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b9cea32a5465517.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b9cea32a5465517.sql new file mode 100644 index 0000000000000000000000000000000000000000..50a3826aeec0cb0f9aa7ae4f142800457eb19018 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3b9cea32a5465517.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_3b9cea32a5465517 +-- problem_id: v2p_n11_7855afd0b5f0eded +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "22.011" AS measure_value, + NTILE(10) OVER (ORDER BY CAST("22.011" AS REAL) DESC) AS tail_bucket + FROM "n11" + WHERE "22.011" IS NOT NULL +) +SELECT measure_value +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST(measure_value AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3cc0f7e86cdeae09.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3cc0f7e86cdeae09.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dd57ef905f550ca03532f98a003f14c80c59811 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3cc0f7e86cdeae09.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_3cc0f7e86cdeae09 +-- problem_id: v2p_n11_99fbb949e818f529 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3ef720f8bf3788bc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3ef720f8bf3788bc.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f2ea9a8f06088d99b92e1c6b014038953896377 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3ef720f8bf3788bc.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_3ef720f8bf3788bc +-- problem_id: v2p_n11_87c1075c377b5e02 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.3918" AS REAL) <= 0.5037 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3f2a34e8ddb0a1d6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3f2a34e8ddb0a1d6.sql new file mode 100644 index 0000000000000000000000000000000000000000..81d8989b8d2030b5e4698ce3bd9b1cadf33fdd16 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3f2a34e8ddb0a1d6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_3f2a34e8ddb0a1d6 +-- problem_id: v2p_n11_b55392aa1d448790 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3faab15d09caba45.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3faab15d09caba45.sql new file mode 100644 index 0000000000000000000000000000000000000000..00121b5818a665b4583aceb1d7a4b1bad5064893 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_3faab15d09caba45.sql @@ -0,0 +1,59 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_3faab15d09caba45 +-- problem_id: v2p_n11_ca85cf371972d396 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "g" ORDER BY CAST("16.0021" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "16.0021" IS NOT NULL +), +"pos" AS ( + SELECT + "g", + (1.0 + ("cnt" - 1) * 0.9) AS "pos", + CAST(FLOOR(1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "lower_rn", + CAST(CEIL(1.0 + ("cnt" - 1) * 0.9) AS INTEGER) AS "upper_rn" + FROM "filtered" + GROUP BY "g", "cnt" +), +"bounds" AS ( + SELECT + p."g", + p."pos", + MAX(CASE WHEN f."rn" = p."lower_rn" THEN f."measure_value" END) AS "lower_val", + MAX(CASE WHEN f."rn" = p."upper_rn" THEN f."measure_value" END) AS "upper_val" + FROM "pos" AS p + JOIN "filtered" AS f + ON f."g" = p."g" + GROUP BY p."g", p."pos" +) +SELECT + g."g", + CASE + WHEN b."pos" IS NULL THEN NULL + WHEN b."lower_val" IS NULL OR b."upper_val" IS NULL THEN NULL + WHEN b."lower_val" = b."upper_val" THEN b."lower_val" + ELSE b."lower_val" + (b."pos" - FLOOR(b."pos")) * (b."upper_val" - b."lower_val") + END AS "conditional_percentile" +FROM "groups" AS g +LEFT JOIN "bounds" AS b + ON g."g" = b."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4150e97b37fa9754.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4150e97b37fa9754.sql new file mode 100644 index 0000000000000000000000000000000000000000..f96e29f95a9a2f0f6b714f3db2a02f3a8f25059a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4150e97b37fa9754.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_4150e97b37fa9754 +-- problem_id: v2p_n11_1192d3d1819e3b27 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("28.7967" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("28.7967" AS REAL)) > 54.689052 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4171c289153d2551.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4171c289153d2551.sql new file mode 100644 index 0000000000000000000000000000000000000000..dfb7e58e62bc4a3ffdd0aa72194e8f1d17cef856 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4171c289153d2551.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_4171c289153d2551 +-- problem_id: v2p_n11_c8aa041e01b0b3ec +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.3918" AS REAL) >= 0.5037 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_41b8bcbfcb38ac20.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_41b8bcbfcb38ac20.sql new file mode 100644 index 0000000000000000000000000000000000000000..5cd258b165988be7eff386324ddb93bd5baf44cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_41b8bcbfcb38ac20.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_41b8bcbfcb38ac20 +-- problem_id: v2p_n11_c55c1a3e08bd7507 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_424a1006cb2bea04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_424a1006cb2bea04.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e490e7db946c8d9c59852561732dbe2880e40bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_424a1006cb2bea04.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_424a1006cb2bea04 +-- problem_id: v2p_n11_923a71cf77378870 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_42e7c8649081f92c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_42e7c8649081f92c.sql new file mode 100644 index 0000000000000000000000000000000000000000..689da9eefcc6c781801b202331afc772cbb8cbe6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_42e7c8649081f92c.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_42e7c8649081f92c +-- problem_id: v2p_n11_a011930f4850711d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("0.1982" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("0.1982" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "0.1982" IS NOT NULL +), +"target" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "target" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_437b432423538790.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_437b432423538790.sql new file mode 100644 index 0000000000000000000000000000000000000000..fcb671718d1f495ab43388c246fc2b056583c943 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_437b432423538790.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_437b432423538790 +-- problem_id: v2p_n11_f4b320bee39b6647 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("27.7004" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("27.7004" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "27.7004" IS NOT NULL +) +SELECT + "g", + "percentile_measure" +FROM "ranked" +WHERE "rn" = ((95 * "cnt") + 99) / 100 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_464dcd89224437cc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_464dcd89224437cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..4920d4f6a13864dd216c954cabc1880c29e25b0c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_464dcd89224437cc.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_464dcd89224437cc +-- problem_id: v2p_n11_a53fe9a9c01350ad +-- realization_mode: agent +-- source_kind: agent +WITH "stats" AS ( + SELECT + AVG(CAST("0.1982" AS REAL)) AS "mean_value", + SQRT(AVG(CAST("0.1982" AS REAL) * CAST("0.1982" AS REAL)) - AVG(CAST("0.1982" AS REAL)) * AVG(CAST("0.1982" AS REAL))) AS "stddev_value" + FROM "n11" +), +"scored" AS ( + SELECT + "n11".*, + (CAST("n11"."0.1982" AS REAL) - "stats"."mean_value") / NULLIF("stats"."stddev_value", 0.0) AS "z_score" + FROM "n11" + CROSS JOIN "stats" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("0.1982" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_46f91922711630d5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_46f91922711630d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..fb6a4c96b6acf5bc22a2452922f0aa90e5a9cc50 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_46f91922711630d5.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_46f91922711630d5 +-- problem_id: v2p_n11_bbd849f77115f16a +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("40.092" AS REAL) <= 45.8841 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4761e1f6b0c7510a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4761e1f6b0c7510a.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d8a2b014978c2b77d07caf0fdf65355528738d2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4761e1f6b0c7510a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_4761e1f6b0c7510a +-- problem_id: v2p_n11_8e82d7275284c241 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_47b90262b731cc9e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_47b90262b731cc9e.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b40e199b6a60eb508534174ae6bf06a4c075b8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_47b90262b731cc9e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_47b90262b731cc9e +-- problem_id: v2p_n11_13a33d72d40fc579 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_487476b14a77b629.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_487476b14a77b629.sql new file mode 100644 index 0000000000000000000000000000000000000000..6963963e5c16043f68df060ad6c7aa738aff76bd --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_487476b14a77b629.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_487476b14a77b629 +-- problem_id: v2p_n11_a413985eebc9b872 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "28.7967", + NTILE(10) OVER (ORDER BY CAST("28.7967" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "28.7967" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("28.7967" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_49ae8090d115bc9f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_49ae8090d115bc9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..903f62871f5d4aef909236ed29bfd04f4e6bca07 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_49ae8090d115bc9f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_49ae8090d115bc9f +-- problem_id: v2p_n11_d2d8dc398d7427c8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4a35e82446793f13.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4a35e82446793f13.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa8a55f0257cbac494cedef723051c9df75009f3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4a35e82446793f13.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_4a35e82446793f13 +-- problem_id: v2p_n11_02725bb3167eeaea +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("-8.2027" AS REAL)) > 10.94705 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4bbd0c68cf840149.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4bbd0c68cf840149.sql new file mode 100644 index 0000000000000000000000000000000000000000..75d5e37fdb0d2ccf97a21b36ff96ae3d63c49d25 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_4bbd0c68cf840149.sql @@ -0,0 +1,70 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_4bbd0c68cf840149 +-- problem_id: v2p_n11_93d8b4edbcaa64fc +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("28.7967" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "28.7967" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"positions" AS ( + SELECT DISTINCT + "group_col", + (1.0 + ("cnt" - 1) * 0.95) AS "pos", + CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) AS "lower_rn", + CASE + WHEN (1.0 + ("cnt" - 1) * 0.95) = CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + THEN CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + ELSE CAST((1.0 + ("cnt" - 1) * 0.95) AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"picked" AS ( + SELECT + p."group_col", + p."pos", + p."lower_rn", + p."upper_rn", + MAX(CASE WHEN r."rn" = p."lower_rn" THEN r."measure_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = p."upper_rn" THEN r."measure_value" END) AS "upper_value" + FROM "positions" p + JOIN "ranked" r + ON r."group_col" = p."group_col" + GROUP BY p."group_col", p."pos", p."lower_rn", p."upper_rn" +), +"percentiles" AS ( + SELECT + "group_col", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + ("pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "conditional_percentile" + FROM "picked" +) +SELECT + g."g", + p."conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") g +LEFT JOIN "percentiles" p + ON g."g" = p."group_col" +ORDER BY p."conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_510a8e30664c2029.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_510a8e30664c2029.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cf4d886aceacc1eed9ff4049cae6400c945ccb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_510a8e30664c2029.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_510a8e30664c2029 +-- problem_id: v2p_n11_7cc9f3a4c8181206 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_510fcdee0b0849f1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_510fcdee0b0849f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..47892d2170944399eac8f51e233607b59d0fbb0e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_510fcdee0b0849f1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_510fcdee0b0849f1 +-- problem_id: v2p_n11_256eaf3caf57cd93 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("2.6449" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_52f3a8b3c8334e78.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_52f3a8b3c8334e78.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ece91eac395a9d28ef6763e9f4e9c9541d9f60d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_52f3a8b3c8334e78.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_52f3a8b3c8334e78 +-- problem_id: v2p_n11_dc8570636e47c267 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_530376618de975f8.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_530376618de975f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..619615309eb2a14b9ff4bdca3a905db2ce941be5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_530376618de975f8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_530376618de975f8 +-- problem_id: v2p_n11_f27f65295f2edb44 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_530ce603899c22aa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_530ce603899c22aa.sql new file mode 100644 index 0000000000000000000000000000000000000000..ead9fa1bbc6233083fb97f7fcdc95cac90698fb9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_530ce603899c22aa.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_530ce603899c22aa +-- problem_id: v2p_n11_7a575b48178cbb0a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5479885c514403b9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5479885c514403b9.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7304d696b8bd98afea147e73985c105559ca347 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5479885c514403b9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_5479885c514403b9 +-- problem_id: v2p_n11_76957c4202f99840 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("40.092" AS REAL) >= 45.8841 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_55e02af1474298a2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_55e02af1474298a2.sql new file mode 100644 index 0000000000000000000000000000000000000000..81280ceb88f0c7f6f3d53d9e90a0dc2225510b6c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_55e02af1474298a2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_55e02af1474298a2 +-- problem_id: v2p_n11_57c45b17fe6a2d18 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_590e71fa300e50ac.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_590e71fa300e50ac.sql new file mode 100644 index 0000000000000000000000000000000000000000..e06ac45477cbd9b66cb1e70eabcbe7f25b065c13 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_590e71fa300e50ac.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_590e71fa300e50ac +-- problem_id: v2p_n11_2b39d1441ae2df76 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5998c8a1240062b6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5998c8a1240062b6.sql new file mode 100644 index 0000000000000000000000000000000000000000..147754b9030ce0de2a233a0a37964ce9eb454898 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5998c8a1240062b6.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_5998c8a1240062b6 +-- problem_id: v2p_n11_c3fcedfa735175e4 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("81.8828" AS REAL) <= 240.56455 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5a86a4a41900ee53.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5a86a4a41900ee53.sql new file mode 100644 index 0000000000000000000000000000000000000000..b69337aef8349f53f359a9aa3e6ca665b4fcd479 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5a86a4a41900ee53.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_5a86a4a41900ee53 +-- problem_id: v2p_n11_cdf0b3f03c7fc010 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5c94ee234f5f7590.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5c94ee234f5f7590.sql new file mode 100644 index 0000000000000000000000000000000000000000..9737c5a7075a713b44c49f96178cfe7f66f74b99 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5c94ee234f5f7590.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_5c94ee234f5f7590 +-- problem_id: v2p_n11_5faf7762851d7fe4 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("40.092" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5d98f633e1355e7b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5d98f633e1355e7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..acb86f8b59bd3fa8ceca41932420635e008f873d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5d98f633e1355e7b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_5d98f633e1355e7b +-- problem_id: v2p_n11_ecbfbe8ead80a8ce +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5da9d131b70c7945.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5da9d131b70c7945.sql new file mode 100644 index 0000000000000000000000000000000000000000..7226ebfa7c5323c3221179fcb73d91dfe7d9e35a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5da9d131b70c7945.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_5da9d131b70c7945 +-- problem_id: v2p_n11_96e7a8e262e9fc96 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("0.1982" AS REAL)) > 0.2474 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5df07de5e0960b7a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5df07de5e0960b7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b671acfa32f6e82fd1242d186b823c2ca717d68 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5df07de5e0960b7a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_5df07de5e0960b7a +-- problem_id: v2p_n11_ad0ea2ce438323a1 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5e43c2943bc0ce48.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5e43c2943bc0ce48.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bfb698d62c8a9c429db8e18c11b2f5e43008d27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5e43c2943bc0ce48.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_5e43c2943bc0ce48 +-- problem_id: v2p_n11_fc7d8d80e135777d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("40.092" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5e7d16cd05b44efc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5e7d16cd05b44efc.sql new file mode 100644 index 0000000000000000000000000000000000000000..47b8a7597dba6d774699a0f1d106fa2afb0c0cd8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5e7d16cd05b44efc.sql @@ -0,0 +1,56 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_5e7d16cd05b44efc +-- problem_id: v2p_n11_0269b79894875236 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("40.092" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'h' + AND "40.092" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"pos" AS ( + SELECT + "group_col", + "measure_val", + "rn", + "cnt", + (1.0 + 0.9 * ("cnt" - 1)) AS "pos", + CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) AS "lo_rn", + CASE + WHEN (1.0 + 0.9 * ("cnt" - 1)) = CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + THEN CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + ELSE CAST((1.0 + 0.9 * ("cnt" - 1)) AS INTEGER) + 1 + END AS "hi_rn" + FROM "ranked" +) +SELECT + "group_col" AS "g", + CASE + WHEN MAX("cnt") = 0 THEN NULL + WHEN MAX("lo_rn") = MAX("hi_rn") THEN MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_val" END) + ELSE + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_val" END) * (MAX("hi_rn") - MAX("pos")) + + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_val" END) * (MAX("pos") - MAX("lo_rn")) + END AS "conditional_percentile" +FROM "pos" +GROUP BY "group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5ef25b626420e3d0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5ef25b626420e3d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..47ee742d75e39542e32d2f4772371d0553024947 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5ef25b626420e3d0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_5ef25b626420e3d0 +-- problem_id: v2p_n11_e08447b3f6ac44bd +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.1982" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5f2decbebb3a2d34.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5f2decbebb3a2d34.sql new file mode 100644 index 0000000000000000000000000000000000000000..3efdb2cc5468e16ad69d0264c29d9435fadaa600 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_5f2decbebb3a2d34.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_5f2decbebb3a2d34 +-- problem_id: v2p_n11_84b4f5d65117c92e +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_60da9deed17938cc.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_60da9deed17938cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..2dc7d7dcc779c15bc3254111b672a0e3b0f3a24f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_60da9deed17938cc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_60da9deed17938cc +-- problem_id: v2p_n11_911d2e5a02e86577 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_61d2011612d48f4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_61d2011612d48f4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..3b441f083f7815f653279c871c77ff2cfc6e8be2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_61d2011612d48f4e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_61d2011612d48f4e +-- problem_id: v2p_n11_d5e105d7b2afd618 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_61da094faf23a1c2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_61da094faf23a1c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..d16f239ae3ce26ca8940e5cdf5f128bdf3d49376 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_61da094faf23a1c2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_61da094faf23a1c2 +-- problem_id: v2p_n11_8e933286a07f5cb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_620761953d86b6e6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_620761953d86b6e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5666f489058190b76678565fd628d14540740d8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_620761953d86b6e6.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_620761953d86b6e6 +-- problem_id: v2p_n11_7850943e4e22f44d +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_66d62b3f10ba3519.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_66d62b3f10ba3519.sql new file mode 100644 index 0000000000000000000000000000000000000000..56376dde5cf7b12d7fec8b03299a6df7c1d3db1a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_66d62b3f10ba3519.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_66d62b3f10ba3519 +-- problem_id: v2p_n11_ebff97e7bbbac285 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("16.0021" AS REAL)) > 21.318232 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_690246dbb967d3e4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_690246dbb967d3e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc38a0c1a5b18f8994c5fef6ff428f09d77772df --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_690246dbb967d3e4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_690246dbb967d3e4 +-- problem_id: v2p_n11_4064bee38afb965b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("16.0021" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6a947b37e5596f37.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6a947b37e5596f37.sql new file mode 100644 index 0000000000000000000000000000000000000000..3dcc4da200cbc6ba3fd30abb33418f8cd2dc2ab0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6a947b37e5596f37.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_6a947b37e5596f37 +-- problem_id: v2p_n11_7caf1b08c883cdd3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("16.0021" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("16.0021" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "16.0021" IS NOT NULL +) +SELECT + "g", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999999 AS INT) +GROUP BY "g" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6b5190524a7b7419.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6b5190524a7b7419.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc404b372db46d685a1f2eaf9c132365b8cf554d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6b5190524a7b7419.sql @@ -0,0 +1,31 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_6b5190524a7b7419 +-- problem_id: v2p_n11_74b4b301781a12b7 +-- realization_mode: agent +-- source_kind: agent +WITH "scored" AS ( + SELECT + "n11".*, + ( + CAST("0.3918" AS REAL) - AVG(CAST("0.3918" AS REAL)) OVER () + ) / NULLIF( + SQRT( + AVG(CAST("0.3918" AS REAL) * CAST("0.3918" AS REAL)) OVER () + - AVG(CAST("0.3918" AS REAL)) OVER () * AVG(CAST("0.3918" AS REAL)) OVER () + ), + 0 + ) AS "z_score" + FROM "n11" +) +SELECT * +FROM "scored" +WHERE ABS("z_score") > 2.0 +ORDER BY CAST("0.3918" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6c140a6a6e625c54.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6c140a6a6e625c54.sql new file mode 100644 index 0000000000000000000000000000000000000000..59d6ce84a4a3b4f05f781f033eeb01ea93314dc2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6c140a6a6e625c54.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_6c140a6a6e625c54 +-- problem_id: v2p_n11_40f129caa22feb56 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "2.6449", + NTILE(10) OVER (ORDER BY CAST("2.6449" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "2.6449" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("2.6449" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6f153b6a1bf38614.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6f153b6a1bf38614.sql new file mode 100644 index 0000000000000000000000000000000000000000..61cbb488f47d4dddfd77261b42157984c06bf89e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6f153b6a1bf38614.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_6f153b6a1bf38614 +-- problem_id: v2p_n11_4b25691a09191a8c +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("2.6449" AS REAL)) > 3.1016 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6fefd6e0cce8f3eb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6fefd6e0cce8f3eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec9359ca2c6819741d9a8dd9cddf6bcd4aeaaa2f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_6fefd6e0cce8f3eb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_6fefd6e0cce8f3eb +-- problem_id: v2p_n11_a20d237fcd6d5290 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7044511c4039fe47.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7044511c4039fe47.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e0fa6da97208b92cc7925a89d6319c7fa3d88db --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7044511c4039fe47.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_7044511c4039fe47 +-- problem_id: v2p_n11_3180eb331ba8381d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_714de7e05d1f064a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_714de7e05d1f064a.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f52607efa68ed9ebf4bbce818013244a2339dd1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_714de7e05d1f064a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_714de7e05d1f064a +-- problem_id: v2p_n11_b76ec1d002235dc4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_71e484d9e2f7d5ea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_71e484d9e2f7d5ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..cc105972d969a98d76a7e0331a5eced60748be8f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_71e484d9e2f7d5ea.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_71e484d9e2f7d5ea +-- problem_id: v2p_n11_ade7d23f6552d668 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_727f54cc8b6ec29a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_727f54cc8b6ec29a.sql new file mode 100644 index 0000000000000000000000000000000000000000..b9941b94a0d07e690383870317fcb3f3218976f8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_727f54cc8b6ec29a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_727f54cc8b6ec29a +-- problem_id: v2p_n11_a9e0201fc24dcebc +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7436303fd523fc67.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7436303fd523fc67.sql new file mode 100644 index 0000000000000000000000000000000000000000..22ee7f702d40fad2bc7da36bc38ed7b45d475265 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7436303fd523fc67.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_7436303fd523fc67 +-- problem_id: v2p_n11_b4ba8ad28c57f2af +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7549a4bee14f7bcb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7549a4bee14f7bcb.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac81be0b45ce79b233c3f3638360db13d03279c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7549a4bee14f7bcb.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_7549a4bee14f7bcb +-- problem_id: v2p_n11_971eacf76e9e8080 +-- realization_mode: agent +-- source_kind: agent +WITH base AS ( + SELECT + *, + CAST("22.011" AS REAL) AS measure_value + FROM "n11" +), +stats AS ( + SELECT + AVG(measure_value) AS mean_value, + AVG(measure_value * measure_value) - AVG(measure_value) * AVG(measure_value) AS variance_value + FROM base +), +scored AS ( + SELECT + base.*, + (base.measure_value - stats.mean_value) AS deviation, + stats.variance_value + FROM base + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE variance_value > 0 + AND (deviation * deviation) / variance_value > (2.0 * 2.0) +ORDER BY measure_value DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_75bdf9c9b6ca826b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_75bdf9c9b6ca826b.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdbade3ce95b9d28fba3298070dc7b32270fed83 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_75bdf9c9b6ca826b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_75bdf9c9b6ca826b +-- problem_id: v2p_n11_f48dfd009d823b01 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("81.8828" AS REAL) >= 240.56455 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_776e8c17d4c70b43.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_776e8c17d4c70b43.sql new file mode 100644 index 0000000000000000000000000000000000000000..baa26b8ab3e904b58f06b6917272ab9e310eb49d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_776e8c17d4c70b43.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_776e8c17d4c70b43 +-- problem_id: v2p_n11_b4ab85d5756827cf +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("2.6449" AS REAL) <= 3.1016 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7a6f546dfdc894dd.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7a6f546dfdc894dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..d64c95049ae96c739610aaa8639bcbab3a3274c3 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7a6f546dfdc894dd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_7a6f546dfdc894dd +-- problem_id: v2p_n11_56aab85fddddda91 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("-8.2027" AS REAL) >= 10.94705 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7d2e6e2a116d6bb6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7d2e6e2a116d6bb6.sql new file mode 100644 index 0000000000000000000000000000000000000000..19abf0ae4a09e481dc3d580aa466abc98445f090 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7d2e6e2a116d6bb6.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_7d2e6e2a116d6bb6 +-- problem_id: v2p_n11_6e30081d47412d6a +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7d76ba41c85fee13.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7d76ba41c85fee13.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a887a438bc86670b2054b2e805803eade9f7a9f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_7d76ba41c85fee13.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_7d76ba41c85fee13 +-- problem_id: v2p_n11_3159e7135bfac626 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("22.011" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_808e9f5e97fb2778.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_808e9f5e97fb2778.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe4f14e047d9ac0eca009b99c41cb8dc452a1974 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_808e9f5e97fb2778.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_808e9f5e97fb2778 +-- problem_id: v2p_n11_36081b6c06151b40 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("16.0021" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8155a3c6bfb16b4b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8155a3c6bfb16b4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..fbcc52f45d667d355b591f7b1389fa12a8aa24a8 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8155a3c6bfb16b4b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8155a3c6bfb16b4b +-- problem_id: v2p_n11_917577df5d1de308 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("27.7004" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8172961f009749c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8172961f009749c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fa6f44852990f33cca2ec8d53a5e5d672a179f9 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8172961f009749c1.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n11_8172961f009749c1 +-- problem_id: v2p_n11_4c674b22049ac57b +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_82e6895bd336420e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_82e6895bd336420e.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea0b7da6b42d6fff6868149eb83476a6d05fa78a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_82e6895bd336420e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_82e6895bd336420e +-- problem_id: v2p_n11_04c2854efa98f4e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8496a5d4771e39e9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8496a5d4771e39e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a682c5f7d7759f55b64c17aa45a3cec06891cd28 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8496a5d4771e39e9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_8496a5d4771e39e9 +-- problem_id: v2p_n11_ddef507aac7f8499 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_854faabc14e6d773.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_854faabc14e6d773.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a5bc6c326f042463fb02a33ac3d3ba60a4f58d7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_854faabc14e6d773.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_854faabc14e6d773 +-- problem_id: v2p_n11_b185695865ac6363 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("28.7967" AS REAL) >= 70.12685 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_85928751aa3d60c0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_85928751aa3d60c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..594a04365020099047ede198a89953012c2c65c4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_85928751aa3d60c0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_85928751aa3d60c0 +-- problem_id: v2p_n11_6ae48eb23fc2e782 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8634aea61e2e7044.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8634aea61e2e7044.sql new file mode 100644 index 0000000000000000000000000000000000000000..11e12bafcfce2b965e9f7c3e61a8478fcbe90489 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8634aea61e2e7044.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_8634aea61e2e7044 +-- problem_id: v2p_n11_0c9db7d3754193a7 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_864a6c1750fff313.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_864a6c1750fff313.sql new file mode 100644 index 0000000000000000000000000000000000000000..418c7ebbd105873544232fdeda814e92b277e6bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_864a6c1750fff313.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_864a6c1750fff313 +-- problem_id: v2p_n11_8af9f0799f6d7d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_893e2d9e398c2b47.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_893e2d9e398c2b47.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1d96d9452937d162e43e5088d4941f6e135d5c5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_893e2d9e398c2b47.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_893e2d9e398c2b47 +-- problem_id: v2p_n11_a0eae4f899cf8262 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8a1b89e2fb5c2b10.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8a1b89e2fb5c2b10.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c836b002deea469df7b12d23265962a82f9414c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8a1b89e2fb5c2b10.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_8a1b89e2fb5c2b10 +-- problem_id: v2p_n11_dca162fece2d11d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("28.7967" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8d5dddd46e11d25a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8d5dddd46e11d25a.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f22e4449f82acc204d8bbe7e9a68cc4715850ee --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8d5dddd46e11d25a.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_8d5dddd46e11d25a +-- problem_id: v2p_n11_473fcf10715b9118 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g" AS "group_col", + CAST("0.3918" AS REAL) AS "measure_value" + FROM "n11" + WHERE "g" = 'g' + AND "0.3918" IS NOT NULL +), +"ranked" AS ( + SELECT + "group_col", + "measure_value", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_value") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), +"quantiles" AS ( + SELECT + "group_col", + "measure_value" AS "conditional_percentile" + FROM "ranked" + WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +) +SELECT + "groups"."g", + "quantiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "quantiles" + ON "groups"."g" = "quantiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8d7a922d8f71cd5e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8d7a922d8f71cd5e.sql new file mode 100644 index 0000000000000000000000000000000000000000..bca0e8afb882c710a5e3a3c18c1de3c892f51f38 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8d7a922d8f71cd5e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_8d7a922d8f71cd5e +-- problem_id: v2p_n11_a5e974f0b958ca0d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8dc729db415c5140.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8dc729db415c5140.sql new file mode 100644 index 0000000000000000000000000000000000000000..576ab3421eae818be801b02dd187e8f80026912f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8dc729db415c5140.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_8dc729db415c5140 +-- problem_id: v2p_n11_e1c864a239b43dcf +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'g' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8e6f74cadb1d1d04.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8e6f74cadb1d1d04.sql new file mode 100644 index 0000000000000000000000000000000000000000..376ccc3610f1c59ebd3b72eadca94b747c741de4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_8e6f74cadb1d1d04.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_8e6f74cadb1d1d04 +-- problem_id: v2p_n11_0af17201326e1bf4 +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("27.7004" AS REAL)) AS mean_val, + SQRT(AVG(CAST("27.7004" AS REAL) * CAST("27.7004" AS REAL)) - AVG(CAST("27.7004" AS REAL)) * AVG(CAST("27.7004" AS REAL))) AS std_val + FROM "n11" +), +scored AS ( + SELECT + "n11".*, + (CAST("27.7004" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score + FROM "n11" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("27.7004" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_90226680cd5f3f45.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_90226680cd5f3f45.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec3c6156ab8856468aa154a8d17738ec0f89a433 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_90226680cd5f3f45.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_90226680cd5f3f45 +-- problem_id: v2p_n11_908d0812333b6c95 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("22.011" AS REAL)) > 24.862676 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_90fb767d536de151.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_90fb767d536de151.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca7cfb1212f1e7589b6f0ce4f227971633fe5bcc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_90fb767d536de151.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_90fb767d536de151 +-- problem_id: v2p_n11_b0dcf739c76516c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_91908c62f5282f53.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_91908c62f5282f53.sql new file mode 100644 index 0000000000000000000000000000000000000000..88ae9bdfbd057ed25957eb7ce129b27f6ebf65d1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_91908c62f5282f53.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_91908c62f5282f53 +-- problem_id: v2p_n11_57bd43f1f27718e9 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("0.1982" AS REAL) <= 0.28525 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9487db6e113af70f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9487db6e113af70f.sql new file mode 100644 index 0000000000000000000000000000000000000000..280f5f140cb28656901e40dbde04a07c26c1ef44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9487db6e113af70f.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_9487db6e113af70f +-- problem_id: v2p_n11_679d4b712979c7aa +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("2.6449" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_94a832542d7387ae.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_94a832542d7387ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..bfa85d7e62beaeed4ca9d4e9b88b90c683a9e1bc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_94a832542d7387ae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_94a832542d7387ae +-- problem_id: v2p_n11_1b45f5fd6444d47c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9837861df7dae571.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9837861df7dae571.sql new file mode 100644 index 0000000000000000000000000000000000000000..a96bfa9e1992dbbc49da62c66d5433d5c0748f81 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9837861df7dae571.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_9837861df7dae571 +-- problem_id: v2p_n11_e1eecd8bc8d510ca +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("0.3918" AS REAL) AS "0.3918", + NTILE(10) OVER (ORDER BY CAST("0.3918" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "0.3918" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "0.3918" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_98d9719210002e03.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_98d9719210002e03.sql new file mode 100644 index 0000000000000000000000000000000000000000..b96fdcaf4a3439492bab1297da72ffb11725c1f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_98d9719210002e03.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_98d9719210002e03 +-- problem_id: v2p_n11_853acb30aa20f7f5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("27.7004" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_99445a0ce32c9212.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_99445a0ce32c9212.sql new file mode 100644 index 0000000000000000000000000000000000000000..22eb1e10861d47ebdc883719ce2da1c77742d7c7 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_99445a0ce32c9212.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_99445a0ce32c9212 +-- problem_id: v2p_n11_8dcc7a8b314ed3d4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9ca09551848f9b26.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9ca09551848f9b26.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3b2ee083b662549aba1743c7e2c42fd89c76d58 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9ca09551848f9b26.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_9ca09551848f9b26 +-- problem_id: v2p_n11_1ffa3dd99fd0f15b +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("-8.2027" AS REAL)) > 8.481388 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9d0ebc93965b1fec.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9d0ebc93965b1fec.sql new file mode 100644 index 0000000000000000000000000000000000000000..ed86751b2770a60e08a440acf869a389b468af0a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9d0ebc93965b1fec.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_9d0ebc93965b1fec +-- problem_id: v2p_n11_a1f49c327b3deb50 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("2.6449" AS REAL)) > 2.9462 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9d3e5000ee91709e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9d3e5000ee91709e.sql new file mode 100644 index 0000000000000000000000000000000000000000..de6e3c539b08d43420dea023a5ad634f26671e44 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9d3e5000ee91709e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9d3e5000ee91709e +-- problem_id: v2p_n11_ca8e6cb083401014 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9f54dcb07b4a282e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9f54dcb07b4a282e.sql new file mode 100644 index 0000000000000000000000000000000000000000..254971c36939aaa0aff11c77a521c530c9c77bb5 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_9f54dcb07b4a282e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_9f54dcb07b4a282e +-- problem_id: v2p_n11_c4827e2af512e353 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "81.8828", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "81.8828" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a165737dbd026176.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a165737dbd026176.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0f0260df1eb06cf56fef4bd2fa94a86b3cf0620 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a165737dbd026176.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_a165737dbd026176 +-- problem_id: v2p_n11_e5285a066c65c918 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a25aa788971e39b3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a25aa788971e39b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0bdf1ae27a63aef2d32a2d1bb477dd2599ded3b2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a25aa788971e39b3.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_a25aa788971e39b3 +-- problem_id: v2p_n11_1a1374872a33d873 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("81.8828" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "81.8828" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "g", + "measure" AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY "rn" + ) AS "pick_rank" + FROM "ranked" + WHERE "rn" >= CAST(0.9 * "cnt" AS INTEGER) + CASE WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 ELSE 0 END +) +SELECT + "g", + "percentile_measure" +FROM "percentile_rows" +WHERE "pick_rank" = 1 +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a2c1cdc30470dda5.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a2c1cdc30470dda5.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0ff3023df3b0e78257c17465a459128577ada82 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_a2c1cdc30470dda5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_a2c1cdc30470dda5 +-- problem_id: v2p_n11_607d8d48d901e1d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.3918", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "0.3918" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_aba6237aedfe66e0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_aba6237aedfe66e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..502a042c5cc89a23a05d8b1391cb05e01bb6b7ec --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_aba6237aedfe66e0.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_aba6237aedfe66e0 +-- problem_id: v2p_n11_23845a78209230fd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("81.8828" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("81.8828" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "81.8828" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_acf2de417cfbe4ca.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_acf2de417cfbe4ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..bed90fe63ea37bc00d7989ee58b3fd458a8af84d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_acf2de417cfbe4ca.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_acf2de417cfbe4ca +-- problem_id: v2p_n11_0c9df927f0c12bba +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("-8.2027" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("0.1982" AS REAL) >= 0.28525 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ae188ce730c9e33b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ae188ce730c9e33b.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a213a34c01aef6c99587960405801a5b672b8b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ae188ce730c9e33b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n11_ae188ce730c9e33b +-- problem_id: v2p_n11_4c5e4906d1f4fba4 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "g" AS value_label, COUNT(*) AS support + FROM "n11" + GROUP BY "g" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_af2407f474f56a65.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_af2407f474f56a65.sql new file mode 100644 index 0000000000000000000000000000000000000000..830eb29e6739e74b6becd91911b46e1fcef3cf39 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_af2407f474f56a65.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_af2407f474f56a65 +-- problem_id: v2p_n11_b01b74bba934a63e +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "2.6449" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b2a39ade710472a9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b2a39ade710472a9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d62878d918e424250a0c92fdc9ff10043cb5a2c2 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b2a39ade710472a9.sql @@ -0,0 +1,62 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_b2a39ade710472a9 +-- problem_id: v2p_n11_ecc41bf25fb549b5 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "g" AS "group_col", + CAST("22.011" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'g' + AND "22.011" IS NOT NULL +), "ranked" AS ( + SELECT + "group_col", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "group_col" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "group_col") AS "cnt" + FROM "filtered" +), "picked" AS ( + SELECT + "group_col", + "measure_val", + "cnt", + (("cnt" - 1) * 0.95) + 1.0 AS "pos", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) AS "lo_rn", + CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) + CASE WHEN ((("cnt" - 1) * 0.95) + 1.0) > CAST((("cnt" - 1) * 0.95) + 1.0 AS INTEGER) THEN 1 ELSE 0 END AS "hi_rn" + FROM "ranked" +), "agg" AS ( + SELECT + "group_col", + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_val" END) AS "lo_val", + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_val" END) AS "hi_val", + MAX("pos") AS "pos" + FROM ( + SELECT p."group_col", r."measure_val", r."rn", p."lo_rn", p."hi_rn", p."pos" + FROM "picked" p + JOIN "ranked" r + ON r."group_col" = p."group_col" + ) + GROUP BY "group_col" +) +SELECT + b."g", + CASE + WHEN a."group_col" IS NULL THEN NULL + WHEN a."lo_val" IS NULL THEN NULL + WHEN a."lo_val" = a."hi_val" OR a."pos" = CAST(a."pos" AS INTEGER) THEN a."lo_val" + ELSE a."lo_val" + (a."pos" - CAST(a."pos" AS INTEGER)) * (a."hi_val" - a."lo_val") + END AS "conditional_percentile" +FROM (SELECT DISTINCT "g" FROM "n11") b +LEFT JOIN "agg" a + ON b."g" = a."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b414270f73a8e5e1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b414270f73a8e5e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..a67869fcfd054288941fcf813ddbe5d7e1e7f87e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b414270f73a8e5e1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_b414270f73a8e5e1 +-- problem_id: v2p_n11_e9282d1341083d57 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b420aa537adfe161.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b420aa537adfe161.sql new file mode 100644 index 0000000000000000000000000000000000000000..f69ca1926e8b8d7095798c939b3965e6a74dc77b --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b420aa537adfe161.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_b420aa537adfe161 +-- problem_id: v2p_n11_92aee99f44ee6fff +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.1982" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("16.0021" AS REAL) >= 24.73995 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b4dadbc0fec9a07e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b4dadbc0fec9a07e.sql new file mode 100644 index 0000000000000000000000000000000000000000..87ab0467ff1be63463a8b3ad1377e59b0f8bacf0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_b4dadbc0fec9a07e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_b4dadbc0fec9a07e +-- problem_id: v2p_n11_ce147b93d4139822 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ba914557ae9f0bda.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ba914557ae9f0bda.sql new file mode 100644 index 0000000000000000000000000000000000000000..e85c18f37ac1de3be31e0cc89fd49714d88e60fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ba914557ae9f0bda.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_ba914557ae9f0bda +-- problem_id: v2p_n11_0b862e4108efb1e6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("22.011" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_be80e6e3adf31e77.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_be80e6e3adf31e77.sql new file mode 100644 index 0000000000000000000000000000000000000000..c20dc38c35aa7e5ad160d5acaa877fb0b5465d7d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_be80e6e3adf31e77.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_be80e6e3adf31e77 +-- problem_id: v2p_n11_0c4b1b87c6156135 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("27.7004" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("27.7004" AS REAL)) > 24.06035 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c075c03678dfb086.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c075c03678dfb086.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8651c0048f4f45b24c176ab22fa1146f37bb80e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c075c03678dfb086.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_c075c03678dfb086 +-- problem_id: v2p_n11_7fcf35da4ea5803b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c419c06dbd3f6f62.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c419c06dbd3f6f62.sql new file mode 100644 index 0000000000000000000000000000000000000000..2570b8192609929c28703d16d7a030af858df34d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c419c06dbd3f6f62.sql @@ -0,0 +1,32 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_c419c06dbd3f6f62 +-- problem_id: v2p_n11_faf33fa8dbaed0db +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("28.7967" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "28.7967" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c539f9f5dc170ab3.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c539f9f5dc170ab3.sql new file mode 100644 index 0000000000000000000000000000000000000000..37b60904734fadb92d5314e9984af0031739d054 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c539f9f5dc170ab3.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_c539f9f5dc170ab3 +-- problem_id: v2p_n11_213ab2cbdb83dd30 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "-8.2027", + NTILE(10) OVER (ORDER BY CAST("-8.2027" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "-8.2027" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("-8.2027" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c8724712647a9ef4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c8724712647a9ef4.sql new file mode 100644 index 0000000000000000000000000000000000000000..eaa34e90a771bde42f6661ecd5a0305c767b43fa --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_c8724712647a9ef4.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_c8724712647a9ef4 +-- problem_id: v2p_n11_40f4cd905f22d005 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_cc68457d1c8490c1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_cc68457d1c8490c1.sql new file mode 100644 index 0000000000000000000000000000000000000000..1801022a690490a7e94e1d94b3b411895804e58e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_cc68457d1c8490c1.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_cc68457d1c8490c1 +-- problem_id: v2p_n11_af6b3424fa10f231 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "22.011" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(((0.9 * "cnt") + 0.999999999999) AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ccd486aeaf0455d4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ccd486aeaf0455d4.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa946ac2c15de66ec10a64fe1325171392cca8ba --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ccd486aeaf0455d4.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n11_ccd486aeaf0455d4 +-- problem_id: v2p_n11_3013d5482de2c353 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("28.7967" AS REAL) <= 70.12685 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n11"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_cce6e3bdb57eee7b.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_cce6e3bdb57eee7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cb6a894f4443305419196c658466396fd0b77c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_cce6e3bdb57eee7b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_cce6e3bdb57eee7b +-- problem_id: v2p_n11_235fcc85e8cb3c09 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("81.8828" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d06316c26ccccf7a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d06316c26ccccf7a.sql new file mode 100644 index 0000000000000000000000000000000000000000..33858aed9a353dccf3edb336b452b9fffc3531c0 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d06316c26ccccf7a.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_d06316c26ccccf7a +-- problem_id: v2p_n11_6034148097cd0822 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "g", + CAST("28.7967" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("28.7967" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "28.7967" IS NOT NULL +), +"ranked" AS ( + SELECT + "g", + "percentile_measure", + "rn", + CAST((0.95 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ordered" +) +SELECT + "g", + "percentile_measure" +FROM "ranked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d0ae7f85f860fab0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d0ae7f85f860fab0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5471f762eaf04ea1865bf3877e29bdd0fc063fe4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d0ae7f85f860fab0.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_d0ae7f85f860fab0 +-- problem_id: v2p_n11_3be5e0a935122542 +-- realization_mode: agent +-- source_kind: agent +WITH "all_groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g" AS "group_col", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'h' + AND "2.6449" IS NOT NULL +), +"percentiles" AS ( + SELECT + "group_col", + "measure_value" AS "conditional_percentile" + FROM "filtered" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "all_groups"."g", + "percentiles"."conditional_percentile" +FROM "all_groups" +LEFT JOIN "percentiles" + ON "all_groups"."g" = "percentiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d166ba3cf4422f4d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d166ba3cf4422f4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..38672adabdb040718331d849d0dfb1a76b5945b1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d166ba3cf4422f4d.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_d166ba3cf4422f4d +-- problem_id: v2p_n11_98a21e6eabfe0048 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("-8.2027" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "-8.2027" IS NOT NULL +), +"thresholds" AS ( + SELECT + "g", + "measure_value", + "rn", + "cnt", + CAST(0.95 * "cnt" AS INT) + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "g", + MIN("measure_value") AS "percentile_measure" +FROM "thresholds" +WHERE "rn" >= "target_rn" +GROUP BY "g" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d21a2fbf0a6cc932.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d21a2fbf0a6cc932.sql new file mode 100644 index 0000000000000000000000000000000000000000..bac6b62e215f5a098016112a4d027fb5e0dc6e27 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d21a2fbf0a6cc932.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d21a2fbf0a6cc932 +-- problem_id: v2p_n11_c8d453cd36d9ae17 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d2b36028c3c08897.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d2b36028c3c08897.sql new file mode 100644 index 0000000000000000000000000000000000000000..0c550611bb64f5f16cac66b021812a942043368d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d2b36028c3c08897.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d2b36028c3c08897 +-- problem_id: v2p_n11_e14b36cbe598176b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "0.1982", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "0.1982" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d2f23be1c968955c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d2f23be1c968955c.sql new file mode 100644 index 0000000000000000000000000000000000000000..84a21b80091d4c9709052615c6a434e76435b3cf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d2f23be1c968955c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_d2f23be1c968955c +-- problem_id: v2p_n11_b7e682931a9e13ef +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "16.0021", + NTILE(10) OVER (ORDER BY CAST("16.0021" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "16.0021" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("16.0021" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d43bc69dab6a9cfa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d43bc69dab6a9cfa.sql new file mode 100644 index 0000000000000000000000000000000000000000..3c05e4f7378bb96cbd91a38b389b1c564dc8cd2a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d43bc69dab6a9cfa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_d43bc69dab6a9cfa +-- problem_id: v2p_n11_561b949071a50e23 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d4a998ac2ddf7f5a.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d4a998ac2ddf7f5a.sql new file mode 100644 index 0000000000000000000000000000000000000000..c7aa8372339129021f0bfb431965728025434c2c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d4a998ac2ddf7f5a.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_d4a998ac2ddf7f5a +-- problem_id: v2p_n11_28e70937267f1047 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "group_value", + CAST("-8.2027" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("-8.2027" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" = 'g' + AND "-8.2027" IS NOT NULL +) +SELECT + "group_value" AS "g", + MIN("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999999 AS INTEGER) +GROUP BY "group_value" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d56e445565e8ca8d.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d56e445565e8ca8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..bd42efdea7462e9b877f5d4835f82a590aa5d02c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d56e445565e8ca8d.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_d56e445565e8ca8d +-- problem_id: v2p_n11_464c4db59223a56c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("27.7004" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("27.7004" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "27.7004" IS NOT NULL +), +"target_rank" AS ( + SELECT + "g", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d8744d8dfbf1b087.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d8744d8dfbf1b087.sql new file mode 100644 index 0000000000000000000000000000000000000000..da10d2669238517d760a79d40a82c42b03dec566 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d8744d8dfbf1b087.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_d8744d8dfbf1b087 +-- problem_id: v2p_n11_1fea60dcca7d0cd6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d8bc3c7be02d07da.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d8bc3c7be02d07da.sql new file mode 100644 index 0000000000000000000000000000000000000000..906a76d13e2b7a6836017b8e8d5b4c08c040ab4f --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d8bc3c7be02d07da.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_d8bc3c7be02d07da +-- problem_id: v2p_n11_322ca71ded52a3bb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("-8.2027" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d980b8d279e4171e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d980b8d279e4171e.sql new file mode 100644 index 0000000000000000000000000000000000000000..663d43d9025c44e9bafcb178186a08a2b125d5f1 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d980b8d279e4171e.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_global_zscore_outliers +-- query_record_id: v2q_n11_d980b8d279e4171e +-- problem_id: v2p_n11_e35188dddc35bb3e +-- realization_mode: agent +-- source_kind: agent +WITH stats AS ( + SELECT + AVG(CAST("2.6449" AS REAL)) AS mean_val, + SQRT(AVG(CAST("2.6449" AS REAL) * CAST("2.6449" AS REAL)) - AVG(CAST("2.6449" AS REAL)) * AVG(CAST("2.6449" AS REAL))) AS std_val + FROM "n11" +), +scored AS ( + SELECT + "n11".*, + (CAST("2.6449" AS REAL) - stats.mean_val) / NULLIF(stats.std_val, 0) AS z_score + FROM "n11" + CROSS JOIN stats +) +SELECT * +FROM scored +WHERE ABS(z_score) > 2.0 +ORDER BY CAST("2.6449" AS REAL) DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d9fec9972067eaea.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d9fec9972067eaea.sql new file mode 100644 index 0000000000000000000000000000000000000000..fab3c15f083fd25c72b543d85cc3b35f52db1900 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_d9fec9972067eaea.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_support_guarded_group_avg +-- query_record_id: v2q_n11_d9fec9972067eaea +-- problem_id: v2p_n11_80086dcff60c7d88 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", AVG(CAST("0.3918" AS REAL)) AS avg_measure, COUNT(*) AS support +FROM "n11" +GROUP BY "g" +HAVING COUNT(*) > 5 +ORDER BY "g"; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_df50aa014dc3ffa9.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_df50aa014dc3ffa9.sql new file mode 100644 index 0000000000000000000000000000000000000000..63fb2819d6c01b625e74dd1876485fca818e666e --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_df50aa014dc3ffa9.sql @@ -0,0 +1,24 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: contrastive_conditional_view +-- template_id: tpl_m4_group_ratio_two_conditions +-- query_record_id: v2q_n11_df50aa014dc3ffa9 +-- problem_id: v2p_n11_34a81b4621942943 +-- realization_mode: agent +-- source_kind: agent +WITH grouped AS ( + SELECT "g", + SUM(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS numerator_count, + SUM(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS denominator_count + FROM "n11" + GROUP BY "g" +) +SELECT "g", + CAST(numerator_count AS FLOAT) / NULLIF(denominator_count, 0) AS condition_ratio +FROM grouped +ORDER BY condition_ratio DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e00e199a70822ef6.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e00e199a70822ef6.sql new file mode 100644 index 0000000000000000000000000000000000000000..78adf259787d77103d8880edc57e4f2bd60f99f6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e00e199a70822ef6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e00e199a70822ef6 +-- problem_id: v2p_n11_257b2852912f1ad6 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e28e74af7ca9a77f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e28e74af7ca9a77f.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8bc2a518ff2c4cc615e913349d97a5cbe37a069 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e28e74af7ca9a77f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_e28e74af7ca9a77f +-- problem_id: v2p_n11_5baf937496d61ade +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "28.7967", + COUNT(*) AS support, + AVG("16.0021") AS avg_response +FROM "n11" +GROUP BY "28.7967" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e344d1731b87f653.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e344d1731b87f653.sql new file mode 100644 index 0000000000000000000000000000000000000000..84d7314f78920529526a9b4e689cff03857f5bbf --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e344d1731b87f653.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_e344d1731b87f653 +-- problem_id: v2p_n11_68875cddcfc25efb +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'h' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e35c12ba6bf9657c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e35c12ba6bf9657c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f594b4fc0c517f8cff562d719133d92cfa44845 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e35c12ba6bf9657c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_e35c12ba6bf9657c +-- problem_id: v2p_n11_a14e37a15907b7f1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "16.0021", + COUNT(*) AS support, + AVG("2.6449") AS avg_response +FROM "n11" +GROUP BY "16.0021" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e37b382af8ca97b2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e37b382af8ca97b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7fa1b9518d665873ecd1a6cec6339c22dde73a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e37b382af8ca97b2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_e37b382af8ca97b2 +-- problem_id: v2p_n11_fff29694b74cceb9 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("22.011" AS REAL)) AS total_measure +FROM "n11" +WHERE "g" = 'g' +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e3b29f4efd1bed57.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e3b29f4efd1bed57.sql new file mode 100644 index 0000000000000000000000000000000000000000..52677f327cb0873ad3e1472a83d414100ee3bb01 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e3b29f4efd1bed57.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_e3b29f4efd1bed57 +-- problem_id: v2p_n11_ec67087fee55b603 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("-8.2027" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e3db97ca969731fe.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e3db97ca969731fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..533be0afc09112d7202a11a2de7058dc85122d8d --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e3db97ca969731fe.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_e3db97ca969731fe +-- problem_id: v2p_n11_193c949aee11a50b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "-8.2027", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "-8.2027" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e45dec12dc5d8ea2.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e45dec12dc5d8ea2.sql new file mode 100644 index 0000000000000000000000000000000000000000..82949619365c288311a218281b4ad822c1b284e4 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e45dec12dc5d8ea2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_e45dec12dc5d8ea2 +-- problem_id: v2p_n11_97dd0d6f5a12b4a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("2.6449" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("22.011" AS REAL) >= 35.8441 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e61f545d73cf93e1.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e61f545d73cf93e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..bad246a8f4ffd5c45969fab1ee9e3aa0f8b691a6 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_e61f545d73cf93e1.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_e61f545d73cf93e1 +-- problem_id: v2p_n11_c9a0f4b159f244c1 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g" AS "g", + CAST("22.011" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("22.011" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "22.011" IS NOT NULL +), +"percentiles" AS ( + SELECT + "g", + MIN("measure_value") AS "percentile_measure" + FROM "ranked" + WHERE "rn" >= CAST(((("cnt" * 95) + 99) / 100) AS INTEGER) + GROUP BY "g" +) +SELECT + "g", + "percentile_measure" +FROM "percentiles" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ea70e431efc83fb0.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ea70e431efc83fb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..22a7c01e7fc2a87acda1c8e0dbfd504c4bfc7246 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ea70e431efc83fb0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n11_ea70e431efc83fb0 +-- problem_id: v2p_n11_ef418f8426eb0ff5 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("16.0021" AS REAL)) AS total_measure +FROM "n11" +GROUP BY "g" +HAVING SUM(CAST("16.0021" AS REAL)) > 24.73995 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb63c9a2e62d7b4e.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb63c9a2e62d7b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f1de5ba108494058190c41225f45a3ecc1ce5b85 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb63c9a2e62d7b4e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_eb63c9a2e62d7b4e +-- problem_id: v2p_n11_9ca9a25f5a311e9e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "27.7004", + COUNT(*) AS support, + AVG("0.3918") AS avg_response +FROM "n11" +GROUP BY "27.7004" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb79dfdbe92d002c.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb79dfdbe92d002c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8060b2f64bb59911bf30b61628f258cf819fab65 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb79dfdbe92d002c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_eb79dfdbe92d002c +-- problem_id: v2p_n11_6021bab8890977eb +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("40.092" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb879d15c51eac05.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb879d15c51eac05.sql new file mode 100644 index 0000000000000000000000000000000000000000..3231f7959212b14efd9a2b84e8cdeb23b9714a30 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_eb879d15c51eac05.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_eb879d15c51eac05 +-- problem_id: v2p_n11_79013d260a27789d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("40.092" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "40.092" IS NOT NULL +), +"picked" AS ( + SELECT + "g", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST((0.95 * "cnt") + 0.999999 AS INT) +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ebe3b1eb7a5750cf.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ebe3b1eb7a5750cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..133fac5335dddc6051fcd7c989a2db430c1fa269 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ebe3b1eb7a5750cf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_ebe3b1eb7a5750cf +-- problem_id: v2p_n11_2424d9a3d97ee649 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "22.011", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "22.011" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ec12c202c381cfdb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ec12c202c381cfdb.sql new file mode 100644 index 0000000000000000000000000000000000000000..171ded71b6767a7470d2f1969a67f3689f78bb7c --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ec12c202c381cfdb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n11_ec12c202c381cfdb +-- problem_id: v2p_n11_400dbf3186582b27 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", COUNT(*) AS row_count +FROM "n11" +GROUP BY "g" +ORDER BY row_count DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f039d363eecce0b4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f039d363eecce0b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..a4ee9fba7ed14c522a88a85fcb7b3b8295263c12 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f039d363eecce0b4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f039d363eecce0b4 +-- problem_id: v2p_n11_86674b9b504fbec3 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("28.7967" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f22d422fa826a67f.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f22d422fa826a67f.sql new file mode 100644 index 0000000000000000000000000000000000000000..c92773497938363ad12506493f21456f0dacec84 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f22d422fa826a67f.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_f22d422fa826a67f +-- problem_id: v2p_n11_a47334e0d89dcee0 +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_val" + FROM "n11" + WHERE "g" = 'g' + AND "2.6449" IS NOT NULL +), +"ranked" AS ( + SELECT + "g", + "measure_val", + ROW_NUMBER() OVER (PARTITION BY "g" ORDER BY "measure_val") AS "rn", + COUNT(*) OVER (PARTITION BY "g") AS "cnt" + FROM "filtered" +) +SELECT + grp."g", + MAX(CASE + WHEN r."rn" = CAST((0.95 * r."cnt") + 0.999999 AS INT) + THEN r."measure_val" + END) AS "conditional_percentile" +FROM "groups" AS grp +LEFT JOIN "ranked" AS r + ON grp."g" = r."g" +GROUP BY grp."g" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f2a50a93433ba916.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f2a50a93433ba916.sql new file mode 100644 index 0000000000000000000000000000000000000000..d16b3cb68d25fec7415ff9b5da7432b678654502 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f2a50a93433ba916.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_f2a50a93433ba916 +-- problem_id: v2p_n11_65026dc817329a2f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "40.092", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "40.092" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f377a2b4052401f4.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f377a2b4052401f4.sql new file mode 100644 index 0000000000000000000000000000000000000000..165e2341b2de1e505a75c9370558c42d45a949fe --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f377a2b4052401f4.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n11_f377a2b4052401f4 +-- problem_id: v2p_n11_dd08923afb093324 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "g", + CAST("2.6449" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "g" + ORDER BY CAST("2.6449" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "g" + ) AS "cnt" + FROM "n11" + WHERE "g" IS NOT NULL + AND "2.6449" IS NOT NULL +) +SELECT + "g", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST(((95 * "cnt") + 99) / 100 AS INT) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f3e8e7aba8cab578.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f3e8e7aba8cab578.sql new file mode 100644 index 0000000000000000000000000000000000000000..1b6c62c99bbc3a6d1b9c014d338cf0c194abca6a --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f3e8e7aba8cab578.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f3e8e7aba8cab578 +-- problem_id: v2p_n11_94d8a322371511f2 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f4593337039cfc54.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f4593337039cfc54.sql new file mode 100644 index 0000000000000000000000000000000000000000..43ece92af3d7c12c556734409af0749871779114 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f4593337039cfc54.sql @@ -0,0 +1,44 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_n11_f4593337039cfc54 +-- problem_id: v2p_n11_3ceb1f0e1782c5ba +-- realization_mode: agent +-- source_kind: agent +WITH "groups" AS ( + SELECT DISTINCT "g" + FROM "n11" +), +"filtered" AS ( + SELECT + "g" AS "group_col", + CAST("40.092" AS REAL) AS "measure_value", + CUME_DIST() OVER ( + PARTITION BY "g" + ORDER BY CAST("40.092" AS REAL) + ) AS "cd" + FROM "n11" + WHERE "g" = 'g' + AND "40.092" IS NOT NULL +), +"percentiles" AS ( + SELECT + "group_col", + MIN("measure_value") AS "conditional_percentile" + FROM "filtered" + WHERE "cd" >= 0.95 + GROUP BY "group_col" +) +SELECT + "groups"."g", + "percentiles"."conditional_percentile" +FROM "groups" +LEFT JOIN "percentiles" + ON "groups"."g" = "percentiles"."group_col" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f846993d4dfc95fa.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f846993d4dfc95fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf6aeb5315683d5bd4fb7e754906e83ec9b7abda --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f846993d4dfc95fa.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_n11_f846993d4dfc95fa +-- problem_id: v2p_n11_ed87376dd1d5a7d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "g", + AVG(CASE WHEN "g" = 'g' THEN 1 ELSE 0 END) AS condition_rate +FROM "n11" +GROUP BY "g" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f8ad1e5939c8a0bb.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f8ad1e5939c8a0bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..7474bcffb02db8c6139e9335bf3401e7371d9a37 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_f8ad1e5939c8a0bb.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n11_f8ad1e5939c8a0bb +-- problem_id: v2p_n11_746c0f5916d30ae5 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "g", + AVG(CAST("0.1982" AS REAL)) OVER (PARTITION BY "g") AS avg_measure +FROM "n11" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_fab6e303d3d97424.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_fab6e303d3d97424.sql new file mode 100644 index 0000000000000000000000000000000000000000..a86746af526f76bdf0e860821f8d4517054288cc --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_fab6e303d3d97424.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n11_fab6e303d3d97424 +-- problem_id: v2p_n11_c1f7c140bfc37097 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "2.6449", + COUNT(*) AS support, + AVG("28.7967") AS avg_response +FROM "n11" +GROUP BY "2.6449" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_fd461a0707181394.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_fd461a0707181394.sql new file mode 100644 index 0000000000000000000000000000000000000000..2a6ef664ad7b08012a55e05219915162aa1ee7bb --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_fd461a0707181394.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n11_fd461a0707181394 +-- problem_id: v2p_n11_1a17f2e8cb6956ec +-- realization_mode: agent +-- source_kind: agent +SELECT "g", SUM(CAST("0.3918" AS REAL)) AS total_measure +FROM "n11" +WHERE CAST("28.7967" AS REAL) >= 70.12685 +GROUP BY "g" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ffb74ca81c437222.sql b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ffb74ca81c437222.sql new file mode 100644 index 0000000000000000000000000000000000000000..8baa8b94eda33f3339a9d620b045aac11ce5be31 --- /dev/null +++ b/Query/sql/v3/runs/v3_cli_20260504_071000_a/n11/sql/v2q_n11_ffb74ca81c437222.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v3 +-- sql_source_label: v3_current +-- sql_source_run_id: v3_cli_20260504_071000_a +-- sql_source_dataset_id: n11 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n11_ffb74ca81c437222 +-- problem_id: v2p_n11_0db322f76e7bf1de +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("81.8828" AS REAL) AS "81.8828", + NTILE(10) OVER (ORDER BY CAST("81.8828" AS REAL) DESC) AS tail_bucket + FROM "n11" +) +SELECT "81.8828" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "81.8828" DESC;